diff --git a/brain/graph/README.md b/brain/graph/README.md
new file mode 100644
index 0000000..7f6fe4a
--- /dev/null
+++ b/brain/graph/README.md
@@ -0,0 +1,31 @@
+# Central Brain — Graphify knowledge graph
+
+One central, queryable brain that project graphs roll up into.
+
+## Topology
+- `agentic-os.json` — this project's own code graph (built from `graphify . --code-only`).
+- `projects/<name>.json` — each linked project's graph (registered via `link-project.sh`).
+- `central-graph.json` — the MERGED cross-repo brain (union of all the above). This is the artifact everything queries.
+- `serve-brain.sh` — serves `central-graph.json` over HTTP MCP at `http://127.0.0.1:8090/mcp`.
+- Dashboard: the brain directory is mounted at `http://127.0.0.1:8080/brain-graph/`.
+
+## Commands
+```
+bash brain/graph/build-central.sh            # rebuild central brain (code graph + merge linked projects)
+bash brain/graph/link-project.sh <name> <graph.json>   # register a project's graph into the brain
+bash brain/graph/serve-brain.sh             # serve central brain over HTTP MCP (:8090)
+```
+Set `CENTRAL_BRAIN_PORT` to override the serve port (default 8090).
+
+## What it contains today
+- Code symbols of agentic-os as nodes (functions/classes/modules), with call/import edges.
+- Linked projects (added via `link-project.sh`).
+- Memory NOTES (markdown under `brain/`) are NOT yet graph nodes. To make them
+  queryable, set an LLM key (GEMINI_API_KEY / OPENAI_API_KEY / etc.) and run
+  `graphify .` (no `--code-only`) so notes are semantically extracted. Until
+  then, notes remain the write path; the graph indexes code structure.
+
+## Notes
+- `graphify`'s MCP HTTP serve requires the extra: `pip install "graphifyy[mcp]"` (done in the venv).
+- The write path for memory is still `brain/*.md` + `audit` + `data/`; graphify reads those, never writes them.
+- Rebuild is scheduled hourly by the `agentic-os-brain-rebuild` cron.
diff --git a/brain/graph/agentic-os.json b/brain/graph/agentic-os.json
new file mode 100644
index 0000000..3170465
--- /dev/null
+++ b/brain/graph/agentic-os.json
@@ -0,0 +1,18432 @@
+{
+  "directed": false,
+  "multigraph": false,
+  "graph": {},
+  "nodes": [
+    {
+      "label": "Package.swift",
+      "file_type": "code",
+      "source_file": ".agents/skills/xcode-project-setup/scripts/xcode_spm_setup/Package.swift",
+      "source_location": "L1",
+      "_origin": "ast",
+      "community": 49,
+      "community_name": "Package.swift",
+      "norm_label": "package.swift",
+      "id": "agents_skills_xcode_project_setup_scripts_xcode_spm_setup_package"
+    },
+    {
+      "label": "PackageDescription",
+      "file_type": "code",
+      "type": "module",
+      "source_file": ".agents/skills/xcode-project-setup/scripts/xcode_spm_setup/Package.swift",
+      "source_location": "L2",
+      "_origin": "ast",
+      "community": 49,
+      "community_name": "Package.swift",
+      "norm_label": "packagedescription",
+      "id": "packagedescription"
+    },
+    {
+      "label": "main.swift",
+      "file_type": "code",
+      "source_file": ".agents/skills/xcode-project-setup/scripts/xcode_spm_setup/Sources/main.swift",
+      "source_location": "L1",
+      "_origin": "ast",
+      "community": 17,
+      "community_name": "main.swift",
+      "norm_label": "main.swift",
+      "id": "agents_skills_xcode_project_setup_scripts_xcode_spm_setup_sources_main"
+    },
+    {
+      "label": "Foundation",
+      "file_type": "code",
+      "type": "module",
+      "source_file": ".agents/skills/xcode-project-setup/scripts/xcode_spm_setup/Sources/main.swift",
+      "source_location": "L1",
+      "_origin": "ast",
+      "community": 17,
+      "community_name": "main.swift",
+      "norm_label": "foundation",
+      "id": "foundation"
+    },
+    {
+      "label": "XcodeProj",
+      "file_type": "code",
+      "type": "module",
+      "source_file": ".agents/skills/xcode-project-setup/scripts/xcode_spm_setup/Sources/main.swift",
+      "source_location": "L2",
+      "_origin": "ast",
+      "community": 17,
+      "community_name": "main.swift",
+      "norm_label": "xcodeproj",
+      "id": "xcodeproj"
+    },
+    {
+      "label": "PathKit",
+      "file_type": "code",
+      "type": "module",
+      "source_file": ".agents/skills/xcode-project-setup/scripts/xcode_spm_setup/Sources/main.swift",
+      "source_location": "L3",
+      "_origin": "ast",
+      "community": 17,
+      "community_name": "main.swift",
+      "norm_label": "pathkit",
+      "id": "pathkit"
+    },
+    {
+      "label": "isUserScriptSandboxingEnabled()",
+      "file_type": "code",
+      "source_file": ".agents/skills/xcode-project-setup/scripts/xcode_spm_setup/Sources/main.swift",
+      "source_location": "L5",
+      "_origin": "ast",
+      "community": 17,
+      "community_name": "main.swift",
+      "norm_label": "isuserscriptsandboxingenabled()",
+      "id": "agents_skills_xcode_project_setup_scripts_xcode_spm_setup_sources_main_isuserscriptsandboxingenabled"
+    },
+    {
+      "label": "PBXProj",
+      "file_type": "code",
+      "source_file": "",
+      "source_location": "",
+      "_origin": "ast",
+      "community": 17,
+      "community_name": "main.swift",
+      "norm_label": "pbxproj",
+      "id": "pbxproj"
+    },
+    {
+      "label": "Bool",
+      "file_type": "code",
+      "source_file": "",
+      "source_location": "",
+      "_origin": "ast",
+      "community": 17,
+      "community_name": "main.swift",
+      "norm_label": "bool",
+      "id": "bool"
+    },
+    {
+      "label": "hasCrashlyticsRunScriptBuildPhase()",
+      "file_type": "code",
+      "source_file": ".agents/skills/xcode-project-setup/scripts/xcode_spm_setup/Sources/main.swift",
+      "source_location": "L21",
+      "_origin": "ast",
+      "community": 17,
+      "community_name": "main.swift",
+      "norm_label": "hascrashlyticsrunscriptbuildphase()",
+      "id": "agents_skills_xcode_project_setup_scripts_xcode_spm_setup_sources_main_hascrashlyticsrunscriptbuildphase"
+    },
+    {
+      "label": "addCrashlyticsRunScriptBuildPhase()",
+      "file_type": "code",
+      "source_file": ".agents/skills/xcode-project-setup/scripts/xcode_spm_setup/Sources/main.swift",
+      "source_location": "L37",
+      "_origin": "ast",
+      "community": 17,
+      "community_name": "main.swift",
+      "norm_label": "addcrashlyticsrunscriptbuildphase()",
+      "id": "agents_skills_xcode_project_setup_scripts_xcode_spm_setup_sources_main_addcrashlyticsrunscriptbuildphase"
+    },
+    {
+      "label": "setDwarfWithDsymDebugInformationFormat()",
+      "file_type": "code",
+      "source_file": ".agents/skills/xcode-project-setup/scripts/xcode_spm_setup/Sources/main.swift",
+      "source_location": "L68",
+      "_origin": "ast",
+      "community": 17,
+      "community_name": "main.swift",
+      "norm_label": "setdwarfwithdsymdebuginformationformat()",
+      "id": "agents_skills_xcode_project_setup_scripts_xcode_spm_setup_sources_main_setdwarfwithdsymdebuginformationformat"
+    },
+    {
+      "label": "main()",
+      "file_type": "code",
+      "source_file": ".agents/skills/xcode-project-setup/scripts/xcode_spm_setup/Sources/main.swift",
+      "source_location": "L80",
+      "_origin": "ast",
+      "community": 17,
+      "community_name": "main.swift",
+      "norm_label": "main()",
+      "id": "agents_skills_xcode_project_setup_scripts_xcode_spm_setup_sources_main_main"
+    },
+    {
+      "label": "backup.sh",
+      "file_type": "code",
+      "source_file": "backup.sh",
+      "source_location": "L1",
+      "metadata": {
+        "language": "bash",
+        "kind": "file"
+      },
+      "_origin": "ast",
+      "community": 50,
+      "community_name": "backup.sh",
+      "norm_label": "backup.sh",
+      "id": "backup"
+    },
+    {
+      "label": "backup.sh script",
+      "file_type": "code",
+      "source_file": "backup.sh",
+      "source_location": "L1",
+      "metadata": {
+        "language": "bash",
+        "kind": "bash_entrypoint"
+      },
+      "_origin": "ast",
+      "community": 50,
+      "community_name": "backup.sh",
+      "norm_label": "backup.sh script",
+      "id": "backup_sh__entry"
+    },
+    {
+      "label": "app.js",
+      "file_type": "code",
+      "source_file": "dashboard/app.js",
+      "source_location": "L1",
+      "_origin": "ast",
+      "community": 23,
+      "community_name": "app.js",
+      "norm_label": "app.js",
+      "id": "dashboard_app"
+    },
+    {
+      "label": "pageCache",
+      "file_type": "code",
+      "source_file": "dashboard/app.js",
+      "source_location": "L1",
+      "_origin": "ast",
+      "community": 23,
+      "community_name": "app.js",
+      "norm_label": "pagecache",
+      "id": "dashboard_app_pagecache"
+    },
+    {
+      "label": "loadPage()",
+      "file_type": "code",
+      "source_file": "dashboard/app.js",
+      "source_location": "L5",
+      "_origin": "ast",
+      "community": 23,
+      "community_name": "app.js",
+      "norm_label": "loadpage()",
+      "id": "dashboard_app_loadpage"
+    },
+    {
+      "label": "loadScript()",
+      "file_type": "code",
+      "source_file": "dashboard/app.js",
+      "source_location": "L16",
+      "_origin": "ast",
+      "community": 23,
+      "community_name": "app.js",
+      "norm_label": "loadscript()",
+      "id": "dashboard_app_loadscript"
+    },
+    {
+      "label": "navigate()",
+      "file_type": "code",
+      "source_file": "dashboard/app.js",
+      "source_location": "L27",
+      "_origin": "ast",
+      "community": 23,
+      "community_name": "app.js",
+      "norm_label": "navigate()",
+      "id": "dashboard_app_navigate"
+    },
+    {
+      "label": "capitalize()",
+      "file_type": "code",
+      "source_file": "dashboard/app.js",
+      "source_location": "L65",
+      "_origin": "ast",
+      "community": 23,
+      "community_name": "app.js",
+      "norm_label": "capitalize()",
+      "id": "dashboard_app_capitalize"
+    },
+    {
+      "label": "updateAgentStatus()",
+      "file_type": "code",
+      "source_file": "dashboard/app.js",
+      "source_location": "L67",
+      "_origin": "ast",
+      "community": 23,
+      "community_name": "app.js",
+      "norm_label": "updateagentstatus()",
+      "id": "dashboard_app_updateagentstatus"
+    },
+    {
+      "label": "agent-health.js",
+      "file_type": "code",
+      "source_file": "dashboard/pages/agent-health.js",
+      "source_location": "L1",
+      "_origin": "ast",
+      "community": 24,
+      "community_name": "agent-health.js",
+      "norm_label": "agent-health.js",
+      "id": "dashboard_pages_agent_health"
+    },
+    {
+      "label": "renderAgentHealth()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/agent-health.js",
+      "source_location": "L1",
+      "_origin": "ast",
+      "community": 24,
+      "community_name": "agent-health.js",
+      "norm_label": "renderagenthealth()",
+      "id": "dashboard_pages_agent_health_renderagenthealth"
+    },
+    {
+      "label": "loadAgents()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/agent-health.js",
+      "source_location": "L27",
+      "_origin": "ast",
+      "community": 24,
+      "community_name": "agent-health.js",
+      "norm_label": "loadagents()",
+      "id": "dashboard_pages_agent_health_loadagents"
+    },
+    {
+      "label": "showAddAgentModal()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/agent-health.js",
+      "source_location": "L91",
+      "_origin": "ast",
+      "community": 24,
+      "community_name": "agent-health.js",
+      "norm_label": "showaddagentmodal()",
+      "id": "dashboard_pages_agent_health_showaddagentmodal"
+    },
+    {
+      "label": "updateAgentForm()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/agent-health.js",
+      "source_location": "L168",
+      "_origin": "ast",
+      "community": 24,
+      "community_name": "agent-health.js",
+      "norm_label": "updateagentform()",
+      "id": "dashboard_pages_agent_health_updateagentform"
+    },
+    {
+      "label": "registerAgent()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/agent-health.js",
+      "source_location": "L174",
+      "_origin": "ast",
+      "community": 24,
+      "community_name": "agent-health.js",
+      "norm_label": "registeragent()",
+      "id": "dashboard_pages_agent_health_registeragent"
+    },
+    {
+      "label": "removeAgent()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/agent-health.js",
+      "source_location": "L211",
+      "_origin": "ast",
+      "community": 24,
+      "community_name": "agent-health.js",
+      "norm_label": "removeagent()",
+      "id": "dashboard_pages_agent_health_removeagent"
+    },
+    {
+      "label": "audit.js",
+      "file_type": "code",
+      "source_file": "dashboard/pages/audit.js",
+      "source_location": "L1",
+      "_origin": "ast",
+      "community": 32,
+      "community_name": "audit.js",
+      "norm_label": "audit.js",
+      "id": "dashboard_pages_audit"
+    },
+    {
+      "label": "renderAudit()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/audit.js",
+      "source_location": "L1",
+      "_origin": "ast",
+      "community": 32,
+      "community_name": "audit.js",
+      "norm_label": "renderaudit()",
+      "id": "dashboard_pages_audit_renderaudit"
+    },
+    {
+      "label": "_allAuditEntries",
+      "file_type": "code",
+      "source_file": "dashboard/pages/audit.js",
+      "source_location": "L34",
+      "_origin": "ast",
+      "community": 32,
+      "community_name": "audit.js",
+      "norm_label": "_allauditentries",
+      "id": "dashboard_pages_audit_allauditentries"
+    },
+    {
+      "label": "refreshAudit()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/audit.js",
+      "source_location": "L36",
+      "_origin": "ast",
+      "community": 32,
+      "community_name": "audit.js",
+      "norm_label": "refreshaudit()",
+      "id": "dashboard_pages_audit_refreshaudit"
+    },
+    {
+      "label": "applyAuditFilter()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/audit.js",
+      "source_location": "L48",
+      "_origin": "ast",
+      "community": 32,
+      "community_name": "audit.js",
+      "norm_label": "applyauditfilter()",
+      "id": "dashboard_pages_audit_applyauditfilter"
+    },
+    {
+      "label": "clearAuditFilters()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/audit.js",
+      "source_location": "L81",
+      "_origin": "ast",
+      "community": 32,
+      "community_name": "audit.js",
+      "norm_label": "clearauditfilters()",
+      "id": "dashboard_pages_audit_clearauditfilters"
+    },
+    {
+      "label": "backups.js",
+      "file_type": "code",
+      "source_file": "dashboard/pages/backups.js",
+      "source_location": "L1",
+      "_origin": "ast",
+      "community": 35,
+      "community_name": "backups.js",
+      "norm_label": "backups.js",
+      "id": "dashboard_pages_backups"
+    },
+    {
+      "label": "renderBackups()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/backups.js",
+      "source_location": "L1",
+      "_origin": "ast",
+      "community": 35,
+      "community_name": "backups.js",
+      "norm_label": "renderbackups()",
+      "id": "dashboard_pages_backups_renderbackups"
+    },
+    {
+      "label": "createBackup()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/backups.js",
+      "source_location": "L46",
+      "_origin": "ast",
+      "community": 35,
+      "community_name": "backups.js",
+      "norm_label": "createbackup()",
+      "id": "dashboard_pages_backups_createbackup"
+    },
+    {
+      "label": "restoreBackup()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/backups.js",
+      "source_location": "L56",
+      "_origin": "ast",
+      "community": 35,
+      "community_name": "backups.js",
+      "norm_label": "restorebackup()",
+      "id": "dashboard_pages_backups_restorebackup"
+    },
+    {
+      "label": "confirmRestore()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/backups.js",
+      "source_location": "L68",
+      "_origin": "ast",
+      "community": 35,
+      "community_name": "backups.js",
+      "norm_label": "confirmrestore()",
+      "id": "dashboard_pages_backups_confirmrestore"
+    },
+    {
+      "label": "chat.js",
+      "file_type": "code",
+      "source_file": "dashboard/pages/chat.js",
+      "source_location": "L1",
+      "_origin": "ast",
+      "community": 14,
+      "community_name": "chat.js",
+      "norm_label": "chat.js",
+      "id": "dashboard_pages_chat"
+    },
+    {
+      "label": "renderChat()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/chat.js",
+      "source_location": "L1",
+      "_origin": "ast",
+      "community": 14,
+      "community_name": "chat.js",
+      "norm_label": "renderchat()",
+      "id": "dashboard_pages_chat_renderchat"
+    },
+    {
+      "label": "selectAgent()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/chat.js",
+      "source_location": "L85",
+      "_origin": "ast",
+      "community": 14,
+      "community_name": "chat.js",
+      "norm_label": "selectagent()",
+      "id": "dashboard_pages_chat_selectagent"
+    },
+    {
+      "label": "updateAgentStatusText()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/chat.js",
+      "source_location": "L94",
+      "_origin": "ast",
+      "community": 14,
+      "community_name": "chat.js",
+      "norm_label": "updateagentstatustext()",
+      "id": "dashboard_pages_chat_updateagentstatustext"
+    },
+    {
+      "label": "handleChatKey()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/chat.js",
+      "source_location": "L103",
+      "_origin": "ast",
+      "community": 14,
+      "community_name": "chat.js",
+      "norm_label": "handlechatkey()",
+      "id": "dashboard_pages_chat_handlechatkey"
+    },
+    {
+      "label": "autoResizeTextarea()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/chat.js",
+      "source_location": "L111",
+      "_origin": "ast",
+      "community": 14,
+      "community_name": "chat.js",
+      "norm_label": "autoresizetextarea()",
+      "id": "dashboard_pages_chat_autoresizetextarea"
+    },
+    {
+      "label": "sendChatMessage()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/chat.js",
+      "source_location": "L116",
+      "_origin": "ast",
+      "community": 14,
+      "community_name": "chat.js",
+      "norm_label": "sendchatmessage()",
+      "id": "dashboard_pages_chat_sendchatmessage"
+    },
+    {
+      "label": "addChatMessage()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/chat.js",
+      "source_location": "L150",
+      "_origin": "ast",
+      "community": 14,
+      "community_name": "chat.js",
+      "norm_label": "addchatmessage()",
+      "id": "dashboard_pages_chat_addchatmessage"
+    },
+    {
+      "label": "showTypingIndicator()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/chat.js",
+      "source_location": "L171",
+      "_origin": "ast",
+      "community": 14,
+      "community_name": "chat.js",
+      "norm_label": "showtypingindicator()",
+      "id": "dashboard_pages_chat_showtypingindicator"
+    },
+    {
+      "label": "removeTypingIndicator()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/chat.js",
+      "source_location": "L191",
+      "_origin": "ast",
+      "community": 14,
+      "community_name": "chat.js",
+      "norm_label": "removetypingindicator()",
+      "id": "dashboard_pages_chat_removetypingindicator"
+    },
+    {
+      "label": "refreshChat()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/chat.js",
+      "source_location": "L196",
+      "_origin": "ast",
+      "community": 14,
+      "community_name": "chat.js",
+      "norm_label": "refreshchat()",
+      "id": "dashboard_pages_chat_refreshchat"
+    },
+    {
+      "label": "renderChatHistory()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/chat.js",
+      "source_location": "L205",
+      "_origin": "ast",
+      "community": 14,
+      "community_name": "chat.js",
+      "norm_label": "renderchathistory()",
+      "id": "dashboard_pages_chat_renderchathistory"
+    },
+    {
+      "label": "clearChat()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/chat.js",
+      "source_location": "L237",
+      "_origin": "ast",
+      "community": 14,
+      "community_name": "chat.js",
+      "norm_label": "clearchat()",
+      "id": "dashboard_pages_chat_clearchat"
+    },
+    {
+      "label": "sendQuickPrompt()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/chat.js",
+      "source_location": "L244",
+      "_origin": "ast",
+      "community": 14,
+      "community_name": "chat.js",
+      "norm_label": "sendquickprompt()",
+      "id": "dashboard_pages_chat_sendquickprompt"
+    },
+    {
+      "label": "cost.js",
+      "file_type": "code",
+      "source_file": "dashboard/pages/cost.js",
+      "source_location": "L1",
+      "_origin": "ast",
+      "community": 40,
+      "community_name": "cost.js",
+      "norm_label": "cost.js",
+      "id": "dashboard_pages_cost"
+    },
+    {
+      "label": "renderCost()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/cost.js",
+      "source_location": "L1",
+      "_origin": "ast",
+      "community": 40,
+      "community_name": "cost.js",
+      "norm_label": "rendercost()",
+      "id": "dashboard_pages_cost_rendercost"
+    },
+    {
+      "label": "recordTestCost()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/cost.js",
+      "source_location": "L118",
+      "_origin": "ast",
+      "community": 40,
+      "community_name": "cost.js",
+      "norm_label": "recordtestcost()",
+      "id": "dashboard_pages_cost_recordtestcost"
+    },
+    {
+      "label": "submitCostRecord()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/cost.js",
+      "source_location": "L144",
+      "_origin": "ast",
+      "community": 40,
+      "community_name": "cost.js",
+      "norm_label": "submitcostrecord()",
+      "id": "dashboard_pages_cost_submitcostrecord"
+    },
+    {
+      "label": "dashboard.js",
+      "file_type": "code",
+      "source_file": "dashboard/pages/dashboard.js",
+      "source_location": "L1",
+      "_origin": "ast",
+      "community": 41,
+      "community_name": "dashboard.js",
+      "norm_label": "dashboard.js",
+      "id": "dashboard_pages_dashboard"
+    },
+    {
+      "label": "renderDashboard()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/dashboard.js",
+      "source_location": "L1",
+      "_origin": "ast",
+      "community": 41,
+      "community_name": "dashboard.js",
+      "norm_label": "renderdashboard()",
+      "id": "dashboard_pages_dashboard_renderdashboard"
+    },
+    {
+      "label": "runQuickSkill()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/dashboard.js",
+      "source_location": "L101",
+      "_origin": "ast",
+      "community": 41,
+      "community_name": "dashboard.js",
+      "norm_label": "runquickskill()",
+      "id": "dashboard_pages_dashboard_runquickskill"
+    },
+    {
+      "label": "executeQuickRun()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/dashboard.js",
+      "source_location": "L130",
+      "_origin": "ast",
+      "community": 41,
+      "community_name": "dashboard.js",
+      "norm_label": "executequickrun()",
+      "id": "dashboard_pages_dashboard_executequickrun"
+    },
+    {
+      "label": "goals.js",
+      "file_type": "code",
+      "source_file": "dashboard/pages/goals.js",
+      "source_location": "L1",
+      "_origin": "ast",
+      "community": 27,
+      "community_name": "goals.js",
+      "norm_label": "goals.js",
+      "id": "dashboard_pages_goals"
+    },
+    {
+      "label": "renderGoals()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/goals.js",
+      "source_location": "L1",
+      "_origin": "ast",
+      "community": 27,
+      "community_name": "goals.js",
+      "norm_label": "rendergoals()",
+      "id": "dashboard_pages_goals_rendergoals"
+    },
+    {
+      "label": "showCreateGoalModal()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/goals.js",
+      "source_location": "L85",
+      "_origin": "ast",
+      "community": 27,
+      "community_name": "goals.js",
+      "norm_label": "showcreategoalmodal()",
+      "id": "dashboard_pages_goals_showcreategoalmodal"
+    },
+    {
+      "label": "createGoal()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/goals.js",
+      "source_location": "L129",
+      "_origin": "ast",
+      "community": 27,
+      "community_name": "goals.js",
+      "norm_label": "creategoal()",
+      "id": "dashboard_pages_goals_creategoal"
+    },
+    {
+      "label": "updateGoalProgress()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/goals.js",
+      "source_location": "L147",
+      "_origin": "ast",
+      "community": 27,
+      "community_name": "goals.js",
+      "norm_label": "updategoalprogress()",
+      "id": "dashboard_pages_goals_updategoalprogress"
+    },
+    {
+      "label": "completeGoal()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/goals.js",
+      "source_location": "L157",
+      "_origin": "ast",
+      "community": 27,
+      "community_name": "goals.js",
+      "norm_label": "completegoal()",
+      "id": "dashboard_pages_goals_completegoal"
+    },
+    {
+      "label": "deleteGoal()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/goals.js",
+      "source_location": "L167",
+      "_origin": "ast",
+      "community": 27,
+      "community_name": "goals.js",
+      "norm_label": "deletegoal()",
+      "id": "dashboard_pages_goals_deletegoal"
+    },
+    {
+      "label": "journal.js",
+      "file_type": "code",
+      "source_file": "dashboard/pages/journal.js",
+      "source_location": "L1",
+      "_origin": "ast",
+      "community": 21,
+      "community_name": "journal.js",
+      "norm_label": "journal.js",
+      "id": "dashboard_pages_journal"
+    },
+    {
+      "label": "renderJournal()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/journal.js",
+      "source_location": "L3",
+      "_origin": "ast",
+      "community": 21,
+      "community_name": "journal.js",
+      "norm_label": "renderjournal()",
+      "id": "dashboard_pages_journal_renderjournal"
+    },
+    {
+      "label": "formatDateDisplay()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/journal.js",
+      "source_location": "L53",
+      "_origin": "ast",
+      "community": 21,
+      "community_name": "journal.js",
+      "norm_label": "formatdatedisplay()",
+      "id": "dashboard_pages_journal_formatdatedisplay"
+    },
+    {
+      "label": "scheduleJournalSave()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/journal.js",
+      "source_location": "L59",
+      "_origin": "ast",
+      "community": 21,
+      "community_name": "journal.js",
+      "norm_label": "schedulejournalsave()",
+      "id": "dashboard_pages_journal_schedulejournalsave"
+    },
+    {
+      "label": "saveJournalEntry()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/journal.js",
+      "source_location": "L66",
+      "_origin": "ast",
+      "community": 21,
+      "community_name": "journal.js",
+      "norm_label": "savejournalentry()",
+      "id": "dashboard_pages_journal_savejournalentry"
+    },
+    {
+      "label": "loadJournalEntry()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/journal.js",
+      "source_location": "L85",
+      "_origin": "ast",
+      "community": 21,
+      "community_name": "journal.js",
+      "norm_label": "loadjournalentry()",
+      "id": "dashboard_pages_journal_loadjournalentry"
+    },
+    {
+      "label": "loadJournalEntries()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/journal.js",
+      "source_location": "L104",
+      "_origin": "ast",
+      "community": 21,
+      "community_name": "journal.js",
+      "norm_label": "loadjournalentries()",
+      "id": "dashboard_pages_journal_loadjournalentries"
+    },
+    {
+      "label": "searchJournal()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/journal.js",
+      "source_location": "L142",
+      "_origin": "ast",
+      "community": 21,
+      "community_name": "journal.js",
+      "norm_label": "searchjournal()",
+      "id": "dashboard_pages_journal_searchjournal"
+    },
+    {
+      "label": "learning-analytics.js",
+      "file_type": "code",
+      "source_file": "dashboard/pages/learning-analytics.js",
+      "source_location": "L1",
+      "_origin": "ast",
+      "community": 55,
+      "community_name": "learning-analytics.js",
+      "norm_label": "learning-analytics.js",
+      "id": "dashboard_pages_learning_analytics"
+    },
+    {
+      "label": "renderLearningAnalytics()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/learning-analytics.js",
+      "source_location": "L1",
+      "_origin": "ast",
+      "community": 55,
+      "community_name": "learning-analytics.js",
+      "norm_label": "renderlearninganalytics()",
+      "id": "dashboard_pages_learning_analytics_renderlearninganalytics"
+    },
+    {
+      "label": "memory.js",
+      "file_type": "code",
+      "source_file": "dashboard/pages/memory.js",
+      "source_location": "L1",
+      "_origin": "ast",
+      "community": 42,
+      "community_name": "memory.js",
+      "norm_label": "memory.js",
+      "id": "dashboard_pages_memory"
+    },
+    {
+      "label": "renderMemory()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/memory.js",
+      "source_location": "L1",
+      "_origin": "ast",
+      "community": 42,
+      "community_name": "memory.js",
+      "norm_label": "rendermemory()",
+      "id": "dashboard_pages_memory_rendermemory"
+    },
+    {
+      "label": "editMemory()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/memory.js",
+      "source_location": "L38",
+      "_origin": "ast",
+      "community": 42,
+      "community_name": "memory.js",
+      "norm_label": "editmemory()",
+      "id": "dashboard_pages_memory_editmemory"
+    },
+    {
+      "label": "saveMemory()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/memory.js",
+      "source_location": "L57",
+      "_origin": "ast",
+      "community": 42,
+      "community_name": "memory.js",
+      "norm_label": "savememory()",
+      "id": "dashboard_pages_memory_savememory"
+    },
+    {
+      "label": "plugins.js",
+      "file_type": "code",
+      "source_file": "dashboard/pages/plugins.js",
+      "source_location": "L1",
+      "_origin": "ast",
+      "community": 22,
+      "community_name": "plugins.js",
+      "norm_label": "plugins.js",
+      "id": "dashboard_pages_plugins"
+    },
+    {
+      "label": "renderPlugins()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/plugins.js",
+      "source_location": "L1",
+      "_origin": "ast",
+      "community": 22,
+      "community_name": "plugins.js",
+      "norm_label": "renderplugins()",
+      "id": "dashboard_pages_plugins_renderplugins"
+    },
+    {
+      "label": "renderPluginTable()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/plugins.js",
+      "source_location": "L73",
+      "_origin": "ast",
+      "community": 22,
+      "community_name": "plugins.js",
+      "norm_label": "renderplugintable()",
+      "id": "dashboard_pages_plugins_renderplugintable"
+    },
+    {
+      "label": "renderIntegrations()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/plugins.js",
+      "source_location": "L103",
+      "_origin": "ast",
+      "community": 22,
+      "community_name": "plugins.js",
+      "norm_label": "renderintegrations()",
+      "id": "dashboard_pages_plugins_renderintegrations"
+    },
+    {
+      "label": "showInstallPlugin()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/plugins.js",
+      "source_location": "L123",
+      "_origin": "ast",
+      "community": 22,
+      "community_name": "plugins.js",
+      "norm_label": "showinstallplugin()",
+      "id": "dashboard_pages_plugins_showinstallplugin"
+    },
+    {
+      "label": "installPluginFromRepo()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/plugins.js",
+      "source_location": "L127",
+      "_origin": "ast",
+      "community": 22,
+      "community_name": "plugins.js",
+      "norm_label": "installpluginfromrepo()",
+      "id": "dashboard_pages_plugins_installpluginfromrepo"
+    },
+    {
+      "label": "uninstallPlugin()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/plugins.js",
+      "source_location": "L149",
+      "_origin": "ast",
+      "community": 22,
+      "community_name": "plugins.js",
+      "norm_label": "uninstallplugin()",
+      "id": "dashboard_pages_plugins_uninstallplugin"
+    },
+    {
+      "label": "addIntegration()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/plugins.js",
+      "source_location": "L160",
+      "_origin": "ast",
+      "community": 22,
+      "community_name": "plugins.js",
+      "norm_label": "addintegration()",
+      "id": "dashboard_pages_plugins_addintegration"
+    },
+    {
+      "label": "prompts.js",
+      "file_type": "code",
+      "source_file": "dashboard/pages/prompts.js",
+      "source_location": "L1",
+      "_origin": "ast",
+      "community": 44,
+      "community_name": "prompts.js",
+      "norm_label": "prompts.js",
+      "id": "dashboard_pages_prompts"
+    },
+    {
+      "label": "renderPrompts()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/prompts.js",
+      "source_location": "L1",
+      "_origin": "ast",
+      "community": 44,
+      "community_name": "prompts.js",
+      "norm_label": "renderprompts()",
+      "id": "dashboard_pages_prompts_renderprompts"
+    },
+    {
+      "label": "viewPrompt()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/prompts.js",
+      "source_location": "L41",
+      "_origin": "ast",
+      "community": 44,
+      "community_name": "prompts.js",
+      "norm_label": "viewprompt()",
+      "id": "dashboard_pages_prompts_viewprompt"
+    },
+    {
+      "label": "copyPromptFromModal()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/prompts.js",
+      "source_location": "L61",
+      "_origin": "ast",
+      "community": 44,
+      "community_name": "prompts.js",
+      "norm_label": "copypromptfrommodal()",
+      "id": "dashboard_pages_prompts_copypromptfrommodal"
+    },
+    {
+      "label": "scheduler.js",
+      "file_type": "code",
+      "source_file": "dashboard/pages/scheduler.js",
+      "source_location": "L1",
+      "_origin": "ast",
+      "community": 36,
+      "community_name": "scheduler.js",
+      "norm_label": "scheduler.js",
+      "id": "dashboard_pages_scheduler"
+    },
+    {
+      "label": "renderScheduler()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/scheduler.js",
+      "source_location": "L1",
+      "_origin": "ast",
+      "community": 36,
+      "community_name": "scheduler.js",
+      "norm_label": "renderscheduler()",
+      "id": "dashboard_pages_scheduler_renderscheduler"
+    },
+    {
+      "label": "showAddJob()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/scheduler.js",
+      "source_location": "L48",
+      "_origin": "ast",
+      "community": 36,
+      "community_name": "scheduler.js",
+      "norm_label": "showaddjob()",
+      "id": "dashboard_pages_scheduler_showaddjob"
+    },
+    {
+      "label": "createJob()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/scheduler.js",
+      "source_location": "L75",
+      "_origin": "ast",
+      "community": 36,
+      "community_name": "scheduler.js",
+      "norm_label": "createjob()",
+      "id": "dashboard_pages_scheduler_createjob"
+    },
+    {
+      "label": "deleteJob()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/scheduler.js",
+      "source_location": "L90",
+      "_origin": "ast",
+      "community": 36,
+      "community_name": "scheduler.js",
+      "norm_label": "deletejob()",
+      "id": "dashboard_pages_scheduler_deletejob"
+    },
+    {
+      "label": "session-replay.js",
+      "file_type": "code",
+      "source_file": "dashboard/pages/session-replay.js",
+      "source_location": "L1",
+      "_origin": "ast",
+      "community": 45,
+      "community_name": "session-replay.js",
+      "norm_label": "session-replay.js",
+      "id": "dashboard_pages_session_replay"
+    },
+    {
+      "label": "renderSessionReplay()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/session-replay.js",
+      "source_location": "L1",
+      "_origin": "ast",
+      "community": 45,
+      "community_name": "session-replay.js",
+      "norm_label": "rendersessionreplay()",
+      "id": "dashboard_pages_session_replay_rendersessionreplay"
+    },
+    {
+      "label": "replaySession()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/session-replay.js",
+      "source_location": "L47",
+      "_origin": "ast",
+      "community": 45,
+      "community_name": "session-replay.js",
+      "norm_label": "replaysession()",
+      "id": "dashboard_pages_session_replay_replaysession"
+    },
+    {
+      "label": "formatSize()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/session-replay.js",
+      "source_location": "L83",
+      "_origin": "ast",
+      "community": 45,
+      "community_name": "session-replay.js",
+      "norm_label": "formatsize()",
+      "id": "dashboard_pages_session_replay_formatsize"
+    },
+    {
+      "label": "settings.js",
+      "file_type": "code",
+      "source_file": "dashboard/pages/settings.js",
+      "source_location": "L1",
+      "_origin": "ast",
+      "community": 33,
+      "community_name": "settings.js",
+      "norm_label": "settings.js",
+      "id": "dashboard_pages_settings"
+    },
+    {
+      "label": "renderSettings()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/settings.js",
+      "source_location": "L1",
+      "_origin": "ast",
+      "community": 33,
+      "community_name": "settings.js",
+      "norm_label": "rendersettings()",
+      "id": "dashboard_pages_settings_rendersettings"
+    },
+    {
+      "label": "toggleAgent()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/settings.js",
+      "source_location": "L114",
+      "_origin": "ast",
+      "community": 33,
+      "community_name": "settings.js",
+      "norm_label": "toggleagent()",
+      "id": "dashboard_pages_settings_toggleagent"
+    },
+    {
+      "label": "saveAllSettings()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/settings.js",
+      "source_location": "L121",
+      "_origin": "ast",
+      "community": 33,
+      "community_name": "settings.js",
+      "norm_label": "saveallsettings()",
+      "id": "dashboard_pages_settings_saveallsettings"
+    },
+    {
+      "label": "resetSettings()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/settings.js",
+      "source_location": "L156",
+      "_origin": "ast",
+      "community": 33,
+      "community_name": "settings.js",
+      "norm_label": "resetsettings()",
+      "id": "dashboard_pages_settings_resetsettings"
+    },
+    {
+      "label": "confirmReset()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/settings.js",
+      "source_location": "L167",
+      "_origin": "ast",
+      "community": 33,
+      "community_name": "settings.js",
+      "norm_label": "confirmreset()",
+      "id": "dashboard_pages_settings_confirmreset"
+    },
+    {
+      "label": "setup-wizard.js",
+      "file_type": "code",
+      "source_file": "dashboard/pages/setup-wizard.js",
+      "source_location": "L1",
+      "_origin": "ast",
+      "community": 28,
+      "community_name": "setup-wizard.js",
+      "norm_label": "setup-wizard.js",
+      "id": "dashboard_pages_setup_wizard"
+    },
+    {
+      "label": "setupSteps",
+      "file_type": "code",
+      "source_file": "dashboard/pages/setup-wizard.js",
+      "source_location": "L2",
+      "_origin": "ast",
+      "community": 28,
+      "community_name": "setup-wizard.js",
+      "norm_label": "setupsteps",
+      "id": "dashboard_pages_setup_wizard_setupsteps"
+    },
+    {
+      "label": "renderSetupWizard()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/setup-wizard.js",
+      "source_location": "L9",
+      "_origin": "ast",
+      "community": 28,
+      "community_name": "setup-wizard.js",
+      "norm_label": "rendersetupwizard()",
+      "id": "dashboard_pages_setup_wizard_rendersetupwizard"
+    },
+    {
+      "label": "renderWizardStep()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/setup-wizard.js",
+      "source_location": "L26",
+      "_origin": "ast",
+      "community": 28,
+      "community_name": "setup-wizard.js",
+      "norm_label": "renderwizardstep()",
+      "id": "dashboard_pages_setup_wizard_renderwizardstep"
+    },
+    {
+      "label": "nextWizardStep()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/setup-wizard.js",
+      "source_location": "L116",
+      "_origin": "ast",
+      "community": 28,
+      "community_name": "setup-wizard.js",
+      "norm_label": "nextwizardstep()",
+      "id": "dashboard_pages_setup_wizard_nextwizardstep"
+    },
+    {
+      "label": "prevWizardStep()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/setup-wizard.js",
+      "source_location": "L121",
+      "_origin": "ast",
+      "community": 28,
+      "community_name": "setup-wizard.js",
+      "norm_label": "prevwizardstep()",
+      "id": "dashboard_pages_setup_wizard_prevwizardstep"
+    },
+    {
+      "label": "finishSetup()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/setup-wizard.js",
+      "source_location": "L125",
+      "_origin": "ast",
+      "community": 28,
+      "community_name": "setup-wizard.js",
+      "norm_label": "finishsetup()",
+      "id": "dashboard_pages_setup_wizard_finishsetup"
+    },
+    {
+      "label": "smart-router.js",
+      "file_type": "code",
+      "source_file": "dashboard/pages/smart-router.js",
+      "source_location": "L1",
+      "_origin": "ast",
+      "community": 29,
+      "community_name": "smart-router.js",
+      "norm_label": "smart-router.js",
+      "id": "dashboard_pages_smart_router"
+    },
+    {
+      "label": "ROUTER_AGENT_META",
+      "file_type": "code",
+      "source_file": "dashboard/pages/smart-router.js",
+      "source_location": "L2",
+      "_origin": "ast",
+      "community": 29,
+      "community_name": "smart-router.js",
+      "norm_label": "router_agent_meta",
+      "id": "dashboard_pages_smart_router_router_agent_meta"
+    },
+    {
+      "label": "routerAgentMeta()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/smart-router.js",
+      "source_location": "L10",
+      "_origin": "ast",
+      "community": 29,
+      "community_name": "smart-router.js",
+      "norm_label": "routeragentmeta()",
+      "id": "dashboard_pages_smart_router_routeragentmeta"
+    },
+    {
+      "label": "renderSmartRouter()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/smart-router.js",
+      "source_location": "L14",
+      "_origin": "ast",
+      "community": 29,
+      "community_name": "smart-router.js",
+      "norm_label": "rendersmartrouter()",
+      "id": "dashboard_pages_smart_router_rendersmartrouter"
+    },
+    {
+      "label": "loadRouterAgents()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/smart-router.js",
+      "source_location": "L57",
+      "_origin": "ast",
+      "community": 29,
+      "community_name": "smart-router.js",
+      "norm_label": "loadrouteragents()",
+      "id": "dashboard_pages_smart_router_loadrouteragents"
+    },
+    {
+      "label": "suggestRouter()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/smart-router.js",
+      "source_location": "L93",
+      "_origin": "ast",
+      "community": 29,
+      "community_name": "smart-router.js",
+      "norm_label": "suggestrouter()",
+      "id": "dashboard_pages_smart_router_suggestrouter"
+    },
+    {
+      "label": "routeTask()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/smart-router.js",
+      "source_location": "L141",
+      "_origin": "ast",
+      "community": 29,
+      "community_name": "smart-router.js",
+      "norm_label": "routetask()",
+      "id": "dashboard_pages_smart_router_routetask"
+    },
+    {
+      "label": "standards.js",
+      "file_type": "code",
+      "source_file": "dashboard/pages/standards.js",
+      "source_location": "L1",
+      "_origin": "ast",
+      "community": 46,
+      "community_name": "standards.js",
+      "norm_label": "standards.js",
+      "id": "dashboard_pages_standards"
+    },
+    {
+      "label": "renderStandards()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/standards.js",
+      "source_location": "L1",
+      "_origin": "ast",
+      "community": 46,
+      "community_name": "standards.js",
+      "norm_label": "renderstandards()",
+      "id": "dashboard_pages_standards_renderstandards"
+    },
+    {
+      "label": "viewStandard()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/standards.js",
+      "source_location": "L43",
+      "_origin": "ast",
+      "community": 46,
+      "community_name": "standards.js",
+      "norm_label": "viewstandard()",
+      "id": "dashboard_pages_standards_viewstandard"
+    },
+    {
+      "label": "runDiscovery()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/standards.js",
+      "source_location": "L58",
+      "_origin": "ast",
+      "community": 46,
+      "community_name": "standards.js",
+      "norm_label": "rundiscovery()",
+      "id": "dashboard_pages_standards_rundiscovery"
+    },
+    {
+      "label": "restore.sh",
+      "file_type": "code",
+      "source_file": "restore.sh",
+      "source_location": "L1",
+      "metadata": {
+        "language": "bash",
+        "kind": "file"
+      },
+      "_origin": "ast",
+      "community": 59,
+      "community_name": "restore.sh",
+      "norm_label": "restore.sh",
+      "id": "restore"
+    },
+    {
+      "label": "restore.sh script",
+      "file_type": "code",
+      "source_file": "restore.sh",
+      "source_location": "L1",
+      "metadata": {
+        "language": "bash",
+        "kind": "bash_entrypoint"
+      },
+      "_origin": "ast",
+      "community": 59,
+      "community_name": "restore.sh",
+      "norm_label": "restore.sh script",
+      "id": "restore_sh__entry"
+    },
+    {
+      "label": "BackgroundScheduler",
+      "file_type": "code",
+      "source_file": "",
+      "source_location": "",
+      "_origin": "ast",
+      "community": 20,
+      "community_name": "scheduler.py",
+      "norm_label": "backgroundscheduler",
+      "id": "backgroundscheduler"
+    },
+    {
+      "label": "update-api-docs.py",
+      "file_type": "code",
+      "source_file": "scripts/update-api-docs.py",
+      "source_location": "L1",
+      "_origin": "ast",
+      "community": 30,
+      "community_name": "update_docs",
+      "norm_label": "update-api-docs.py",
+      "id": "scripts_update_api_docs"
+    },
+    {
+      "label": "extract_endpoints()",
+      "file_type": "code",
+      "source_file": "scripts/update-api-docs.py",
+      "source_location": "L14",
+      "_origin": "ast",
+      "community": 30,
+      "community_name": "update_docs",
+      "norm_label": "extract_endpoints()",
+      "id": "scripts_update_api_docs_extract_endpoints"
+    },
+    {
+      "label": "generate_api_table()",
+      "file_type": "code",
+      "source_file": "scripts/update-api-docs.py",
+      "source_location": "L32",
+      "_origin": "ast",
+      "community": 30,
+      "community_name": "update_docs",
+      "norm_label": "generate_api_table()",
+      "id": "scripts_update_api_docs_generate_api_table"
+    },
+    {
+      "label": "update_docs()",
+      "file_type": "code",
+      "source_file": "scripts/update-api-docs.py",
+      "source_location": "L55",
+      "_origin": "ast",
+      "community": 30,
+      "community_name": "update_docs",
+      "norm_label": "update_docs()",
+      "id": "scripts_update_api_docs_update_docs"
+    },
+    {
+      "label": "Parse server.py for FastAPI route definitions.",
+      "file_type": "rationale",
+      "source_file": "scripts/update-api-docs.py",
+      "source_location": "L15",
+      "_origin": "ast",
+      "community": 30,
+      "community_name": "update_docs",
+      "norm_label": "parse server.py for fastapi route definitions.",
+      "id": "scripts_update_api_docs_rationale_15"
+    },
+    {
+      "label": "Generate markdown table for API reference.",
+      "file_type": "rationale",
+      "source_file": "scripts/update-api-docs.py",
+      "source_location": "L33",
+      "_origin": "ast",
+      "community": 30,
+      "community_name": "update_docs",
+      "norm_label": "generate markdown table for api reference.",
+      "id": "scripts_update_api_docs_rationale_33"
+    },
+    {
+      "label": "Update the API reference section in docs/README.md.",
+      "file_type": "rationale",
+      "source_file": "scripts/update-api-docs.py",
+      "source_location": "L56",
+      "_origin": "ast",
+      "community": 30,
+      "community_name": "update_docs",
+      "norm_label": "update the api reference section in docs/readme.md.",
+      "id": "scripts_update_api_docs_rationale_56"
+    },
+    {
+      "label": "BaseModel",
+      "file_type": "code",
+      "source_file": "",
+      "source_location": "",
+      "_origin": "ast",
+      "community": 10,
+      "community_name": "BaseModel",
+      "norm_label": "basemodel",
+      "id": "basemodel"
+    },
+    {
+      "label": "Path",
+      "file_type": "code",
+      "source_file": "",
+      "source_location": "",
+      "_origin": "ast",
+      "community": 17,
+      "community_name": "main.swift",
+      "norm_label": "path",
+      "id": "path"
+    },
+    {
+      "label": "brain-cli.py",
+      "file_type": "code",
+      "source_file": "brain-cli.py",
+      "source_location": "L1",
+      "_origin": "ast",
+      "community": 7,
+      "norm_label": "brain-cli.py",
+      "community_name": "brain_index.py",
+      "id": "brain_cli"
+    },
+    {
+      "label": "main()",
+      "file_type": "code",
+      "source_file": "brain-cli.py",
+      "source_location": "L20",
+      "_origin": "ast",
+      "community": 7,
+      "norm_label": "main()",
+      "community_name": "brain_index.py",
+      "id": "brain_cli_main"
+    },
+    {
+      "label": "brain_index.py",
+      "file_type": "code",
+      "source_file": "brain-core/brain_index.py",
+      "source_location": "L1",
+      "_origin": "ast",
+      "community": 7,
+      "norm_label": "brain_index.py",
+      "community_name": "brain_index.py",
+      "id": "brain_core_brain_index"
+    },
+    {
+      "label": "_doc_id()",
+      "file_type": "code",
+      "source_file": "brain-core/brain_index.py",
+      "source_location": "L33",
+      "_origin": "ast",
+      "community": 7,
+      "norm_label": "_doc_id()",
+      "community_name": "brain_index.py",
+      "id": "brain_core_brain_index_doc_id"
+    },
+    {
+      "label": "_now_iso()",
+      "file_type": "code",
+      "source_file": "brain-core/brain_index.py",
+      "source_location": "L38",
+      "_origin": "ast",
+      "community": 7,
+      "norm_label": "_now_iso()",
+      "community_name": "brain_index.py",
+      "id": "brain_core_brain_index_now_iso"
+    },
+    {
+      "label": "get_conn()",
+      "file_type": "code",
+      "source_file": "brain-core/brain_index.py",
+      "source_location": "L43",
+      "_origin": "ast",
+      "community": 7,
+      "norm_label": "get_conn()",
+      "community_name": "brain_index.py",
+      "id": "brain_core_brain_index_get_conn"
+    },
+    {
+      "label": "Path",
+      "file_type": "code",
+      "source_file": "",
+      "source_location": "",
+      "_origin": "ast",
+      "community": 7,
+      "norm_label": "path",
+      "community_name": "brain_index.py",
+      "id": "brain_core_brain_index_py_path"
+    },
+    {
+      "label": "Connection",
+      "file_type": "code",
+      "source_file": "",
+      "source_location": "",
+      "_origin": "ast",
+      "community": 7,
+      "norm_label": "connection",
+      "community_name": "brain_index.py",
+      "id": "connection"
+    },
+    {
+      "label": "upsert_doc()",
+      "file_type": "code",
+      "source_file": "brain-core/brain_index.py",
+      "source_location": "L77",
+      "_origin": "ast",
+      "community": 7,
+      "norm_label": "upsert_doc()",
+      "community_name": "brain_index.py",
+      "id": "brain_core_brain_index_upsert_doc"
+    },
+    {
+      "label": "_walk_markdown()",
+      "file_type": "code",
+      "source_file": "brain-core/brain_index.py",
+      "source_location": "L105",
+      "_origin": "ast",
+      "community": 7,
+      "norm_label": "_walk_markdown()",
+      "community_name": "brain_index.py",
+      "id": "brain_core_brain_index_walk_markdown"
+    },
+    {
+      "label": "ingest_brain()",
+      "file_type": "code",
+      "source_file": "brain-core/brain_index.py",
+      "source_location": "L113",
+      "_origin": "ast",
+      "community": 7,
+      "norm_label": "ingest_brain()",
+      "community_name": "brain_index.py",
+      "id": "brain_core_brain_index_ingest_brain"
+    },
+    {
+      "label": "ingest_skill_learnings()",
+      "file_type": "code",
+      "source_file": "brain-core/brain_index.py",
+      "source_location": "L127",
+      "_origin": "ast",
+      "community": 7,
+      "norm_label": "ingest_skill_learnings()",
+      "community_name": "brain_index.py",
+      "id": "brain_core_brain_index_ingest_skill_learnings"
+    },
+    {
+      "label": "ingest_chat()",
+      "file_type": "code",
+      "source_file": "brain-core/brain_index.py",
+      "source_location": "L143",
+      "_origin": "ast",
+      "community": 7,
+      "norm_label": "ingest_chat()",
+      "community_name": "brain_index.py",
+      "id": "brain_core_brain_index_ingest_chat"
+    },
+    {
+      "label": "ingest_orchestration()",
+      "file_type": "code",
+      "source_file": "brain-core/brain_index.py",
+      "source_location": "L171",
+      "_origin": "ast",
+      "community": 7,
+      "norm_label": "ingest_orchestration()",
+      "community_name": "brain_index.py",
+      "id": "brain_core_brain_index_ingest_orchestration"
+    },
+    {
+      "label": "ingest_all()",
+      "file_type": "code",
+      "source_file": "brain-core/brain_index.py",
+      "source_location": "L198",
+      "_origin": "ast",
+      "community": 7,
+      "norm_label": "ingest_all()",
+      "community_name": "brain_index.py",
+      "id": "brain_core_brain_index_ingest_all"
+    },
+    {
+      "label": "search()",
+      "file_type": "code",
+      "source_file": "brain-core/brain_index.py",
+      "source_location": "L209",
+      "_origin": "ast",
+      "community": 7,
+      "norm_label": "search()",
+      "community_name": "brain_index.py",
+      "id": "brain_core_brain_index_search"
+    },
+    {
+      "label": "_row_to_dict()",
+      "file_type": "code",
+      "source_file": "brain-core/brain_index.py",
+      "source_location": "L231",
+      "_origin": "ast",
+      "community": 7,
+      "norm_label": "_row_to_dict()",
+      "community_name": "brain_index.py",
+      "id": "brain_core_brain_index_row_to_dict"
+    },
+    {
+      "label": "Row",
+      "file_type": "code",
+      "source_file": "",
+      "source_location": "",
+      "_origin": "ast",
+      "community": 7,
+      "norm_label": "row",
+      "community_name": "brain_index.py",
+      "id": "row"
+    },
+    {
+      "label": "_snippet()",
+      "file_type": "code",
+      "source_file": "brain-core/brain_index.py",
+      "source_location": "L237",
+      "_origin": "ast",
+      "community": 7,
+      "norm_label": "_snippet()",
+      "community_name": "brain_index.py",
+      "id": "brain_core_brain_index_snippet"
+    },
+    {
+      "label": "stats()",
+      "file_type": "code",
+      "source_file": "brain-core/brain_index.py",
+      "source_location": "L250",
+      "_origin": "ast",
+      "community": 7,
+      "norm_label": "stats()",
+      "community_name": "brain_index.py",
+      "id": "brain_core_brain_index_stats"
+    },
+    {
+      "label": "Agentic OS \u2014 Centralized Brain: unified information pipeline.  Ingests three kno",
+      "file_type": "rationale",
+      "source_file": "brain-core/brain_index.py",
+      "source_location": "L1",
+      "_origin": "ast",
+      "community": 7,
+      "norm_label": "agentic os \u2014 centralized brain: unified information pipeline.  ingests three kno",
+      "community_name": "brain_index.py",
+      "id": "brain_core_brain_index_rationale_1"
+    },
+    {
+      "label": "Index multi-agent orchestration runs (my delegate_task fan-outs) so     past 'sp",
+      "file_type": "rationale",
+      "source_file": "brain-core/brain_index.py",
+      "source_location": "L172",
+      "_origin": "ast",
+      "community": 7,
+      "norm_label": "index multi-agent orchestration runs (my delegate_task fan-outs) so     past 'sp",
+      "community_name": "brain_index.py",
+      "id": "brain_core_brain_index_rationale_172"
+    },
+    {
+      "label": "Full-text search across the unified index. Returns ranked hits with     a short",
+      "file_type": "rationale",
+      "source_file": "brain-core/brain_index.py",
+      "source_location": "L211",
+      "_origin": "ast",
+      "community": 7,
+      "norm_label": "full-text search across the unified index. returns ranked hits with     a short",
+      "community_name": "brain_index.py",
+      "id": "brain_core_brain_index_rationale_211"
+    },
+    {
+      "label": "link-project.sh",
+      "file_type": "code",
+      "source_file": "brain/graph/link-project.sh",
+      "source_location": "L1",
+      "metadata": {
+        "language": "bash",
+        "kind": "file"
+      },
+      "_origin": "ast",
+      "community": 52,
+      "norm_label": "link-project.sh",
+      "community_name": "link-project.sh",
+      "id": "brain_graph_link_project"
+    },
+    {
+      "label": "link-project.sh script",
+      "file_type": "code",
+      "source_file": "brain/graph/link-project.sh",
+      "source_location": "L1",
+      "metadata": {
+        "language": "bash",
+        "kind": "bash_entrypoint"
+      },
+      "_origin": "ast",
+      "community": 52,
+      "norm_label": "link-project.sh script",
+      "community_name": "link-project.sh",
+      "id": "brain_graph_link_project_sh__entry"
+    },
+    {
+      "label": "serve-brain.sh",
+      "file_type": "code",
+      "source_file": "brain/graph/serve-brain.sh",
+      "source_location": "L1",
+      "metadata": {
+        "language": "bash",
+        "kind": "file"
+      },
+      "_origin": "ast",
+      "community": 53,
+      "norm_label": "serve-brain.sh",
+      "community_name": "serve-brain.sh",
+      "id": "brain_graph_serve_brain"
+    },
+    {
+      "label": "serve-brain.sh script",
+      "file_type": "code",
+      "source_file": "brain/graph/serve-brain.sh",
+      "source_location": "L1",
+      "metadata": {
+        "language": "bash",
+        "kind": "bash_entrypoint"
+      },
+      "_origin": "ast",
+      "community": 53,
+      "norm_label": "serve-brain.sh script",
+      "community_name": "serve-brain.sh",
+      "id": "brain_graph_serve_brain_sh__entry"
+    },
+    {
+      "label": "api.js",
+      "file_type": "code",
+      "source_file": "dashboard/api.js",
+      "source_location": "L1",
+      "_origin": "ast",
+      "community": 54,
+      "norm_label": "api.js",
+      "community_name": "api.js",
+      "id": "dashboard_api"
+    },
+    {
+      "label": "api",
+      "file_type": "code",
+      "source_file": "dashboard/api.js",
+      "source_location": "L1",
+      "_origin": "ast",
+      "community": 54,
+      "norm_label": "api",
+      "community_name": "api.js",
+      "id": "dashboard_api_api"
+    },
+    {
+      "label": "agent-insights.js",
+      "file_type": "code",
+      "source_file": "dashboard/pages/agent-insights.js",
+      "source_location": "L1",
+      "_origin": "ast",
+      "community": 25,
+      "norm_label": "agent-insights.js",
+      "community_name": "agent-insights.js",
+      "id": "dashboard_pages_agent_insights"
+    },
+    {
+      "label": "fmtDuration()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/agent-insights.js",
+      "source_location": "L6",
+      "_origin": "ast",
+      "community": 25,
+      "norm_label": "fmtduration()",
+      "community_name": "agent-insights.js",
+      "id": "dashboard_pages_agent_insights_fmtduration"
+    },
+    {
+      "label": "agentColor()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/agent-insights.js",
+      "source_location": "L16",
+      "_origin": "ast",
+      "community": 25,
+      "norm_label": "agentcolor()",
+      "community_name": "agent-insights.js",
+      "id": "dashboard_pages_agent_insights_agentcolor"
+    },
+    {
+      "label": "_charts",
+      "file_type": "code",
+      "source_file": "dashboard/pages/agent-insights.js",
+      "source_location": "L25",
+      "_origin": "ast",
+      "community": 25,
+      "norm_label": "_charts",
+      "community_name": "agent-insights.js",
+      "id": "dashboard_pages_agent_insights_charts"
+    },
+    {
+      "label": "destroyCharts()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/agent-insights.js",
+      "source_location": "L26",
+      "_origin": "ast",
+      "community": 25,
+      "norm_label": "destroycharts()",
+      "community_name": "agent-insights.js",
+      "id": "dashboard_pages_agent_insights_destroycharts"
+    },
+    {
+      "label": "renderAgentInsights()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/agent-insights.js",
+      "source_location": "L31",
+      "_origin": "ast",
+      "community": 25,
+      "norm_label": "renderagentinsights()",
+      "community_name": "agent-insights.js",
+      "id": "dashboard_pages_agent_insights_renderagentinsights"
+    },
+    {
+      "label": "recomputeAndRenderInsights()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/agent-insights.js",
+      "source_location": "L190",
+      "_origin": "ast",
+      "community": 25,
+      "norm_label": "recomputeandrenderinsights()",
+      "community_name": "agent-insights.js",
+      "id": "dashboard_pages_agent_insights_recomputeandrenderinsights"
+    },
+    {
+      "label": "agent-time.js",
+      "file_type": "code",
+      "source_file": "dashboard/pages/agent-time.js",
+      "source_location": "L1",
+      "_origin": "ast",
+      "community": 26,
+      "norm_label": "agent-time.js",
+      "community_name": "agent-time.js",
+      "id": "dashboard_pages_agent_time"
+    },
+    {
+      "label": "fmtDuration()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/agent-time.js",
+      "source_location": "L5",
+      "_origin": "ast",
+      "community": 26,
+      "norm_label": "fmtduration()",
+      "community_name": "agent-time.js",
+      "id": "dashboard_pages_agent_time_fmtduration"
+    },
+    {
+      "label": "fmtHMS()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/agent-time.js",
+      "source_location": "L15",
+      "_origin": "ast",
+      "community": 26,
+      "norm_label": "fmthms()",
+      "community_name": "agent-time.js",
+      "id": "dashboard_pages_agent_time_fmthms"
+    },
+    {
+      "label": "agentColor()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/agent-time.js",
+      "source_location": "L24",
+      "_origin": "ast",
+      "community": 26,
+      "norm_label": "agentcolor()",
+      "community_name": "agent-time.js",
+      "id": "dashboard_pages_agent_time_agentcolor"
+    },
+    {
+      "label": "renderAgentTime()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/agent-time.js",
+      "source_location": "L39",
+      "_origin": "ast",
+      "community": 26,
+      "norm_label": "renderagenttime()",
+      "community_name": "agent-time.js",
+      "id": "dashboard_pages_agent_time_renderagenttime"
+    },
+    {
+      "label": "loadAgentTime()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/agent-time.js",
+      "source_location": "L64",
+      "_origin": "ast",
+      "community": 26,
+      "norm_label": "loadagenttime()",
+      "community_name": "agent-time.js",
+      "id": "dashboard_pages_agent_time_loadagenttime"
+    },
+    {
+      "label": "recomputeAgentTime()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/agent-time.js",
+      "source_location": "L162",
+      "_origin": "ast",
+      "community": 26,
+      "norm_label": "recomputeagenttime()",
+      "community_name": "agent-time.js",
+      "id": "dashboard_pages_agent_time_recomputeagenttime"
+    },
+    {
+      "label": "brain-search.js",
+      "file_type": "code",
+      "source_file": "dashboard/pages/brain-search.js",
+      "source_location": "L1",
+      "_origin": "ast",
+      "community": 39,
+      "norm_label": "brain-search.js",
+      "community_name": "brain-search.js",
+      "id": "dashboard_pages_brain_search"
+    },
+    {
+      "label": "renderBrainSearch()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/brain-search.js",
+      "source_location": "L4",
+      "_origin": "ast",
+      "community": 39,
+      "norm_label": "renderbrainsearch()",
+      "community_name": "brain-search.js",
+      "id": "dashboard_pages_brain_search_renderbrainsearch"
+    },
+    {
+      "label": "brainSearchRun()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/brain-search.js",
+      "source_location": "L42",
+      "_origin": "ast",
+      "community": 39,
+      "norm_label": "brainsearchrun()",
+      "community_name": "brain-search.js",
+      "id": "dashboard_pages_brain_search_brainsearchrun"
+    },
+    {
+      "label": "brainSearchIngest()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/brain-search.js",
+      "source_location": "L74",
+      "_origin": "ast",
+      "community": 39,
+      "norm_label": "brainsearchingest()",
+      "community_name": "brain-search.js",
+      "id": "dashboard_pages_brain_search_brainsearchingest"
+    },
+    {
+      "label": "kanban.js",
+      "file_type": "code",
+      "source_file": "dashboard/pages/kanban.js",
+      "source_location": "L1",
+      "_origin": "ast",
+      "community": 11,
+      "norm_label": "kanban.js",
+      "community_name": "kanban.js",
+      "id": "dashboard_pages_kanban"
+    },
+    {
+      "label": "getAllKanbanTasks()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/kanban.js",
+      "source_location": "L3",
+      "_origin": "ast",
+      "community": 11,
+      "norm_label": "getallkanbantasks()",
+      "community_name": "kanban.js",
+      "id": "dashboard_pages_kanban_getallkanbantasks"
+    },
+    {
+      "label": "renderKanban()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/kanban.js",
+      "source_location": "L7",
+      "_origin": "ast",
+      "community": 11,
+      "norm_label": "renderkanban()",
+      "community_name": "kanban.js",
+      "id": "dashboard_pages_kanban_renderkanban"
+    },
+    {
+      "label": "loadKanbanData()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/kanban.js",
+      "source_location": "L44",
+      "_origin": "ast",
+      "community": 11,
+      "norm_label": "loadkanbandata()",
+      "community_name": "kanban.js",
+      "id": "dashboard_pages_kanban_loadkanbandata"
+    },
+    {
+      "label": "renderKanbanBoard()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/kanban.js",
+      "source_location": "L55",
+      "_origin": "ast",
+      "community": 11,
+      "norm_label": "renderkanbanboard()",
+      "community_name": "kanban.js",
+      "id": "dashboard_pages_kanban_renderkanbanboard"
+    },
+    {
+      "label": "showAddKanbanTask()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/kanban.js",
+      "source_location": "L102",
+      "_origin": "ast",
+      "community": 11,
+      "norm_label": "showaddkanbantask()",
+      "community_name": "kanban.js",
+      "id": "dashboard_pages_kanban_showaddkanbantask"
+    },
+    {
+      "label": "createKanbanTask()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/kanban.js",
+      "source_location": "L180",
+      "_origin": "ast",
+      "community": 11,
+      "norm_label": "createkanbantask()",
+      "community_name": "kanban.js",
+      "id": "dashboard_pages_kanban_createkanbantask"
+    },
+    {
+      "label": "onKanbanDrag()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/kanban.js",
+      "source_location": "L202",
+      "_origin": "ast",
+      "community": 11,
+      "norm_label": "onkanbandrag()",
+      "community_name": "kanban.js",
+      "id": "dashboard_pages_kanban_onkanbandrag"
+    },
+    {
+      "label": "onKanbanDrop()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/kanban.js",
+      "source_location": "L206",
+      "_origin": "ast",
+      "community": 11,
+      "norm_label": "onkanbandrop()",
+      "community_name": "kanban.js",
+      "id": "dashboard_pages_kanban_onkanbandrop"
+    },
+    {
+      "label": "KANBAN_AGENTS",
+      "file_type": "code",
+      "source_file": "dashboard/pages/kanban.js",
+      "source_location": "L218",
+      "_origin": "ast",
+      "community": 11,
+      "norm_label": "kanban_agents",
+      "community_name": "kanban.js",
+      "id": "dashboard_pages_kanban_kanban_agents"
+    },
+    {
+      "label": "closeKanbanDetailModal()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/kanban.js",
+      "source_location": "L220",
+      "_origin": "ast",
+      "community": 11,
+      "norm_label": "closekanbandetailmodal()",
+      "community_name": "kanban.js",
+      "id": "dashboard_pages_kanban_closekanbandetailmodal"
+    },
+    {
+      "label": "showKanbanDetail()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/kanban.js",
+      "source_location": "L225",
+      "_origin": "ast",
+      "community": 11,
+      "norm_label": "showkanbandetail()",
+      "community_name": "kanban.js",
+      "id": "dashboard_pages_kanban_showkanbandetail"
+    },
+    {
+      "label": "renderKanbanDetailModal()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/kanban.js",
+      "source_location": "L246",
+      "_origin": "ast",
+      "community": 11,
+      "norm_label": "renderkanbandetailmodal()",
+      "community_name": "kanban.js",
+      "id": "dashboard_pages_kanban_renderkanbandetailmodal"
+    },
+    {
+      "label": "dispatchKanbanTask()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/kanban.js",
+      "source_location": "L289",
+      "_origin": "ast",
+      "community": 11,
+      "norm_label": "dispatchkanbantask()",
+      "community_name": "kanban.js",
+      "id": "dashboard_pages_kanban_dispatchkanbantask"
+    },
+    {
+      "label": "completeKanbanTask()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/kanban.js",
+      "source_location": "L301",
+      "_origin": "ast",
+      "community": 11,
+      "norm_label": "completekanbantask()",
+      "community_name": "kanban.js",
+      "id": "dashboard_pages_kanban_completekanbantask"
+    },
+    {
+      "label": "blockKanbanTask()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/kanban.js",
+      "source_location": "L312",
+      "_origin": "ast",
+      "community": 11,
+      "norm_label": "blockkanbantask()",
+      "community_name": "kanban.js",
+      "id": "dashboard_pages_kanban_blockkanbantask"
+    },
+    {
+      "label": "unblockKanbanTask()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/kanban.js",
+      "source_location": "L323",
+      "_origin": "ast",
+      "community": 11,
+      "norm_label": "unblockkanbantask()",
+      "community_name": "kanban.js",
+      "id": "dashboard_pages_kanban_unblockkanbantask"
+    },
+    {
+      "label": "deleteKanbanTask()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/kanban.js",
+      "source_location": "L334",
+      "_origin": "ast",
+      "community": 11,
+      "norm_label": "deletekanbantask()",
+      "community_name": "kanban.js",
+      "id": "dashboard_pages_kanban_deletekanbantask"
+    },
+    {
+      "label": "filterKanbanTasks()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/kanban.js",
+      "source_location": "L346",
+      "_origin": "ast",
+      "community": 11,
+      "norm_label": "filterkanbantasks()",
+      "community_name": "kanban.js",
+      "id": "dashboard_pages_kanban_filterkanbantasks"
+    },
+    {
+      "label": "orchestration.js",
+      "file_type": "code",
+      "source_file": "dashboard/pages/orchestration.js",
+      "source_location": "L1",
+      "_origin": "ast",
+      "community": 43,
+      "norm_label": "orchestration.js",
+      "community_name": "orchestration.js",
+      "id": "dashboard_pages_orchestration"
+    },
+    {
+      "label": "renderOrchestration()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/orchestration.js",
+      "source_location": "L3",
+      "_origin": "ast",
+      "community": 43,
+      "norm_label": "renderorchestration()",
+      "community_name": "orchestration.js",
+      "id": "dashboard_pages_orchestration_renderorchestration"
+    },
+    {
+      "label": "orchLoadRuns()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/orchestration.js",
+      "source_location": "L36",
+      "_origin": "ast",
+      "community": 43,
+      "norm_label": "orchloadruns()",
+      "community_name": "orchestration.js",
+      "id": "dashboard_pages_orchestration_orchloadruns"
+    },
+    {
+      "label": "orchRun()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/orchestration.js",
+      "source_location": "L55",
+      "_origin": "ast",
+      "community": 43,
+      "norm_label": "orchrun()",
+      "community_name": "orchestration.js",
+      "id": "dashboard_pages_orchestration_orchrun"
+    },
+    {
+      "label": "skills.js",
+      "file_type": "code",
+      "source_file": "dashboard/pages/skills.js",
+      "source_location": "L1",
+      "_origin": "ast",
+      "community": 12,
+      "norm_label": "skills.js",
+      "community_name": "skills.js",
+      "id": "dashboard_pages_skills"
+    },
+    {
+      "label": "renderSkills()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/skills.js",
+      "source_location": "L1",
+      "_origin": "ast",
+      "community": 12,
+      "norm_label": "renderskills()",
+      "community_name": "skills.js",
+      "id": "dashboard_pages_skills_renderskills"
+    },
+    {
+      "label": "renderSkillGrid()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/skills.js",
+      "source_location": "L31",
+      "_origin": "ast",
+      "community": 12,
+      "norm_label": "renderskillgrid()",
+      "community_name": "skills.js",
+      "id": "dashboard_pages_skills_renderskillgrid"
+    },
+    {
+      "label": "switchSkillView()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/skills.js",
+      "source_location": "L58",
+      "_origin": "ast",
+      "community": 12,
+      "norm_label": "switchskillview()",
+      "community_name": "skills.js",
+      "id": "dashboard_pages_skills_switchskillview"
+    },
+    {
+      "label": "filterSkills()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/skills.js",
+      "source_location": "L77",
+      "_origin": "ast",
+      "community": 12,
+      "norm_label": "filterskills()",
+      "community_name": "skills.js",
+      "id": "dashboard_pages_skills_filterskills"
+    },
+    {
+      "label": "showSkillDetail()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/skills.js",
+      "source_location": "L83",
+      "_origin": "ast",
+      "community": 12,
+      "norm_label": "showskilldetail()",
+      "community_name": "skills.js",
+      "id": "dashboard_pages_skills_showskilldetail"
+    },
+    {
+      "label": "backToSkills()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/skills.js",
+      "source_location": "L152",
+      "_origin": "ast",
+      "community": 12,
+      "norm_label": "backtoskills()",
+      "community_name": "skills.js",
+      "id": "dashboard_pages_skills_backtoskills"
+    },
+    {
+      "label": "quickRunSkill()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/skills.js",
+      "source_location": "L159",
+      "_origin": "ast",
+      "community": 12,
+      "norm_label": "quickrunskill()",
+      "community_name": "skills.js",
+      "id": "dashboard_pages_skills_quickrunskill"
+    },
+    {
+      "label": "executeSkillRun()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/skills.js",
+      "source_location": "L182",
+      "_origin": "ast",
+      "community": 12,
+      "norm_label": "executeskillrun()",
+      "community_name": "skills.js",
+      "id": "dashboard_pages_skills_executeskillrun"
+    },
+    {
+      "label": "showAddSkill()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/skills.js",
+      "source_location": "L215",
+      "_origin": "ast",
+      "community": 12,
+      "norm_label": "showaddskill()",
+      "community_name": "skills.js",
+      "id": "dashboard_pages_skills_showaddskill"
+    },
+    {
+      "label": "submitNewSkill()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/skills.js",
+      "source_location": "L232",
+      "_origin": "ast",
+      "community": 12,
+      "norm_label": "submitnewskill()",
+      "community_name": "skills.js",
+      "id": "dashboard_pages_skills_submitnewskill"
+    },
+    {
+      "label": "editSkillMd()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/skills.js",
+      "source_location": "L247",
+      "_origin": "ast",
+      "community": 12,
+      "norm_label": "editskillmd()",
+      "community_name": "skills.js",
+      "id": "dashboard_pages_skills_editskillmd"
+    },
+    {
+      "label": "saveSkillMd()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/skills.js",
+      "source_location": "L259",
+      "_origin": "ast",
+      "community": 12,
+      "norm_label": "saveskillmd()",
+      "community_name": "skills.js",
+      "id": "dashboard_pages_skills_saveskillmd"
+    },
+    {
+      "label": "addSkillContextFile()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/skills.js",
+      "source_location": "L270",
+      "_origin": "ast",
+      "community": 12,
+      "norm_label": "addskillcontextfile()",
+      "community_name": "skills.js",
+      "id": "dashboard_pages_skills_addskillcontextfile"
+    },
+    {
+      "label": "submitNewContextFile()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/skills.js",
+      "source_location": "L286",
+      "_origin": "ast",
+      "community": 12,
+      "norm_label": "submitnewcontextfile()",
+      "community_name": "skills.js",
+      "id": "dashboard_pages_skills_submitnewcontextfile"
+    },
+    {
+      "label": "editSkillContextFile()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/skills.js",
+      "source_location": "L300",
+      "_origin": "ast",
+      "community": 12,
+      "norm_label": "editskillcontextfile()",
+      "community_name": "skills.js",
+      "id": "dashboard_pages_skills_editskillcontextfile"
+    },
+    {
+      "label": "saveSkillContextFile()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/skills.js",
+      "source_location": "L314",
+      "_origin": "ast",
+      "community": 12,
+      "norm_label": "saveskillcontextfile()",
+      "community_name": "skills.js",
+      "id": "dashboard_pages_skills_saveskillcontextfile"
+    },
+    {
+      "label": "deleteSkillContextFile()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/skills.js",
+      "source_location": "L326",
+      "_origin": "ast",
+      "community": 12,
+      "norm_label": "deleteskillcontextfile()",
+      "community_name": "skills.js",
+      "id": "dashboard_pages_skills_deleteskillcontextfile"
+    },
+    {
+      "label": "terminal.js",
+      "file_type": "code",
+      "source_file": "dashboard/pages/terminal.js",
+      "source_location": "L1",
+      "_origin": "ast",
+      "community": 47,
+      "norm_label": "terminal.js",
+      "community_name": "terminal.js",
+      "id": "dashboard_pages_terminal"
+    },
+    {
+      "label": "renderTerminal()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/terminal.js",
+      "source_location": "L1",
+      "_origin": "ast",
+      "community": 47,
+      "norm_label": "renderterminal()",
+      "community_name": "terminal.js",
+      "id": "dashboard_pages_terminal_renderterminal"
+    },
+    {
+      "label": "terminalReconnect()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/terminal.js",
+      "source_location": "L144",
+      "_origin": "ast",
+      "community": 47,
+      "norm_label": "terminalreconnect()",
+      "community_name": "terminal.js",
+      "id": "dashboard_pages_terminal_terminalreconnect"
+    },
+    {
+      "label": "terminalClear()",
+      "file_type": "code",
+      "source_file": "dashboard/pages/terminal.js",
+      "source_location": "L150",
+      "_origin": "ast",
+      "community": 47,
+      "norm_label": "terminalclear()",
+      "community_name": "terminal.js",
+      "id": "dashboard_pages_terminal_terminalclear"
+    },
+    {
+      "label": "serve_monitor.py",
+      "file_type": "code",
+      "source_file": "dashboard/serve_monitor.py",
+      "source_location": "L1",
+      "_origin": "ast",
+      "community": 16,
+      "norm_label": "serve_monitor.py",
+      "community_name": "Handler",
+      "id": "dashboard_serve_monitor"
+    },
+    {
+      "label": "run_analyzer()",
+      "file_type": "code",
+      "source_file": "dashboard/serve_monitor.py",
+      "source_location": "L35",
+      "_origin": "ast",
+      "community": 16,
+      "norm_label": "run_analyzer()",
+      "community_name": "Handler",
+      "id": "dashboard_serve_monitor_run_analyzer"
+    },
+    {
+      "label": "sync_mnemoverse()",
+      "file_type": "code",
+      "source_file": "dashboard/serve_monitor.py",
+      "source_location": "L56",
+      "_origin": "ast",
+      "community": 16,
+      "norm_label": "sync_mnemoverse()",
+      "community_name": "Handler",
+      "id": "dashboard_serve_monitor_sync_mnemoverse"
+    },
+    {
+      "label": "Handler",
+      "file_type": "code",
+      "source_file": "dashboard/serve_monitor.py",
+      "source_location": "L100",
+      "_origin": "ast",
+      "community": 16,
+      "norm_label": "handler",
+      "community_name": "Handler",
+      "id": "dashboard_serve_monitor_handler"
+    },
+    {
+      "label": "SimpleHTTPRequestHandler",
+      "file_type": "code",
+      "source_file": "",
+      "source_location": "",
+      "_origin": "ast",
+      "community": 16,
+      "norm_label": "simplehttprequesthandler",
+      "community_name": "Handler",
+      "id": "simplehttprequesthandler"
+    },
+    {
+      "label": ".__init__()",
+      "file_type": "code",
+      "source_file": "dashboard/serve_monitor.py",
+      "source_location": "L101",
+      "_origin": "ast",
+      "community": 16,
+      "norm_label": ".__init__()",
+      "community_name": "Handler",
+      "id": "dashboard_serve_monitor_handler_init"
+    },
+    {
+      "label": "._send_json()",
+      "file_type": "code",
+      "source_file": "dashboard/serve_monitor.py",
+      "source_location": "L104",
+      "_origin": "ast",
+      "community": 16,
+      "norm_label": "._send_json()",
+      "community_name": "Handler",
+      "id": "dashboard_serve_monitor_handler_send_json"
+    },
+    {
+      "label": ".do_GET()",
+      "file_type": "code",
+      "source_file": "dashboard/serve_monitor.py",
+      "source_location": "L113",
+      "_origin": "ast",
+      "community": 16,
+      "norm_label": ".do_get()",
+      "community_name": "Handler",
+      "id": "dashboard_serve_monitor_handler_do_get"
+    },
+    {
+      "label": ".do_POST()",
+      "file_type": "code",
+      "source_file": "dashboard/serve_monitor.py",
+      "source_location": "L122",
+      "_origin": "ast",
+      "community": 16,
+      "norm_label": ".do_post()",
+      "community_name": "Handler",
+      "id": "dashboard_serve_monitor_handler_do_post"
+    },
+    {
+      "label": ".log_message()",
+      "file_type": "code",
+      "source_file": "dashboard/serve_monitor.py",
+      "source_location": "L133",
+      "_origin": "ast",
+      "community": 16,
+      "norm_label": ".log_message()",
+      "community_name": "Handler",
+      "id": "dashboard_serve_monitor_handler_log_message"
+    },
+    {
+      "label": "main()",
+      "file_type": "code",
+      "source_file": "dashboard/serve_monitor.py",
+      "source_location": "L137",
+      "_origin": "ast",
+      "community": 16,
+      "norm_label": "main()",
+      "community_name": "Handler",
+      "id": "dashboard_serve_monitor_main"
+    },
+    {
+      "label": "Recompute agent-time.json. Returns (ok, summary_dict).",
+      "file_type": "rationale",
+      "source_file": "dashboard/serve_monitor.py",
+      "source_location": "L36",
+      "_origin": "ast",
+      "community": 16,
+      "norm_label": "recompute agent-time.json. returns (ok, summary_dict).",
+      "community_name": "Handler",
+      "id": "dashboard_serve_monitor_rationale_36"
+    },
+    {
+      "label": "Write the total agent time to Mnemoverse. Graceful on missing key/offline.",
+      "file_type": "rationale",
+      "source_file": "dashboard/serve_monitor.py",
+      "source_location": "L57",
+      "_origin": "ast",
+      "community": 16,
+      "norm_label": "write the total agent time to mnemoverse. graceful on missing key/offline.",
+      "community_name": "Handler",
+      "id": "dashboard_serve_monitor_rationale_57"
+    },
+    {
+      "label": "start-monitor.sh",
+      "file_type": "code",
+      "source_file": "dashboard/start-monitor.sh",
+      "source_location": "L1",
+      "metadata": {
+        "language": "bash",
+        "kind": "file"
+      },
+      "_origin": "ast",
+      "community": 56,
+      "norm_label": "start-monitor.sh",
+      "community_name": "start-monitor.sh",
+      "id": "dashboard_start_monitor"
+    },
+    {
+      "label": "start-monitor.sh script",
+      "file_type": "code",
+      "source_file": "dashboard/start-monitor.sh",
+      "source_location": "L1",
+      "metadata": {
+        "language": "bash",
+        "kind": "bash_entrypoint"
+      },
+      "_origin": "ast",
+      "community": 56,
+      "norm_label": "start-monitor.sh script",
+      "community_name": "start-monitor.sh",
+      "id": "dashboard_start_monitor_sh__entry"
+    },
+    {
+      "label": "utils.js",
+      "file_type": "code",
+      "source_file": "dashboard/utils.js",
+      "source_location": "L1",
+      "_origin": "ast",
+      "community": 13,
+      "norm_label": "utils.js",
+      "community_name": "utils.js",
+      "id": "dashboard_utils"
+    },
+    {
+      "label": "showToast()",
+      "file_type": "code",
+      "source_file": "dashboard/utils.js",
+      "source_location": "L1",
+      "_origin": "ast",
+      "community": 13,
+      "norm_label": "showtoast()",
+      "community_name": "utils.js",
+      "id": "dashboard_utils_showtoast"
+    },
+    {
+      "label": "escapeHtml()",
+      "file_type": "code",
+      "source_file": "dashboard/utils.js",
+      "source_location": "L11",
+      "_origin": "ast",
+      "community": 13,
+      "norm_label": "escapehtml()",
+      "community_name": "utils.js",
+      "id": "dashboard_utils_escapehtml"
+    },
+    {
+      "label": "formatDate()",
+      "file_type": "code",
+      "source_file": "dashboard/utils.js",
+      "source_location": "L18",
+      "_origin": "ast",
+      "community": 13,
+      "norm_label": "formatdate()",
+      "community_name": "utils.js",
+      "id": "dashboard_utils_formatdate"
+    },
+    {
+      "label": "timeAgo()",
+      "file_type": "code",
+      "source_file": "dashboard/utils.js",
+      "source_location": "L24",
+      "_origin": "ast",
+      "community": 13,
+      "norm_label": "timeago()",
+      "community_name": "utils.js",
+      "id": "dashboard_utils_timeago"
+    },
+    {
+      "label": "formatBytes()",
+      "file_type": "code",
+      "source_file": "dashboard/utils.js",
+      "source_location": "L36",
+      "_origin": "ast",
+      "community": 13,
+      "norm_label": "formatbytes()",
+      "community_name": "utils.js",
+      "id": "dashboard_utils_formatbytes"
+    },
+    {
+      "label": "statusColor()",
+      "file_type": "code",
+      "source_file": "dashboard/utils.js",
+      "source_location": "L44",
+      "_origin": "ast",
+      "community": 13,
+      "norm_label": "statuscolor()",
+      "community_name": "utils.js",
+      "id": "dashboard_utils_statuscolor"
+    },
+    {
+      "label": "toggleSidebar()",
+      "file_type": "code",
+      "source_file": "dashboard/utils.js",
+      "source_location": "L52",
+      "_origin": "ast",
+      "community": 13,
+      "norm_label": "togglesidebar()",
+      "community_name": "utils.js",
+      "id": "dashboard_utils_togglesidebar"
+    },
+    {
+      "label": "toggleTheme()",
+      "file_type": "code",
+      "source_file": "dashboard/utils.js",
+      "source_location": "L62",
+      "_origin": "ast",
+      "community": 13,
+      "norm_label": "toggletheme()",
+      "community_name": "utils.js",
+      "id": "dashboard_utils_toggletheme"
+    },
+    {
+      "label": "loadTheme()",
+      "file_type": "code",
+      "source_file": "dashboard/utils.js",
+      "source_location": "L69",
+      "_origin": "ast",
+      "community": 13,
+      "norm_label": "loadtheme()",
+      "community_name": "utils.js",
+      "id": "dashboard_utils_loadtheme"
+    },
+    {
+      "label": "showModal()",
+      "file_type": "code",
+      "source_file": "dashboard/utils.js",
+      "source_location": "L81",
+      "_origin": "ast",
+      "community": 13,
+      "norm_label": "showmodal()",
+      "community_name": "utils.js",
+      "id": "dashboard_utils_showmodal"
+    },
+    {
+      "label": "closeModal()",
+      "file_type": "code",
+      "source_file": "dashboard/utils.js",
+      "source_location": "L97",
+      "_origin": "ast",
+      "community": 13,
+      "norm_label": "closemodal()",
+      "community_name": "utils.js",
+      "id": "dashboard_utils_closemodal"
+    },
+    {
+      "label": "handleGlobalSearch()",
+      "file_type": "code",
+      "source_file": "dashboard/utils.js",
+      "source_location": "L101",
+      "_origin": "ast",
+      "community": 13,
+      "norm_label": "handleglobalsearch()",
+      "community_name": "utils.js",
+      "id": "dashboard_utils_handleglobalsearch"
+    },
+    {
+      "label": "renderSkeleton()",
+      "file_type": "code",
+      "source_file": "dashboard/utils.js",
+      "source_location": "L106",
+      "_origin": "ast",
+      "community": 13,
+      "norm_label": "renderskeleton()",
+      "community_name": "utils.js",
+      "id": "dashboard_utils_renderskeleton"
+    },
+    {
+      "label": "PAGE_TITLES",
+      "file_type": "code",
+      "source_file": "dashboard/utils.js",
+      "source_location": "L112",
+      "_origin": "ast",
+      "community": 13,
+      "norm_label": "page_titles",
+      "community_name": "utils.js",
+      "id": "dashboard_utils_page_titles"
+    },
+    {
+      "label": "install.ps1",
+      "file_type": "code",
+      "source_file": "install.ps1",
+      "source_location": "L1",
+      "_origin": "ast",
+      "community": 57,
+      "norm_label": "install.ps1",
+      "community_name": "install.ps1",
+      "id": "install_ps1_install"
+    },
+    {
+      "label": "Resolve-Python()",
+      "file_type": "code",
+      "source_file": "install.ps1",
+      "source_location": "L6",
+      "_origin": "ast",
+      "community": 57,
+      "norm_label": "resolve-python()",
+      "community_name": "install.ps1",
+      "id": "install_resolve_python"
+    },
+    {
+      "label": "install.sh",
+      "file_type": "code",
+      "source_file": "install.sh",
+      "source_location": "L1",
+      "metadata": {
+        "language": "bash",
+        "kind": "file"
+      },
+      "_origin": "ast",
+      "community": 58,
+      "norm_label": "install.sh",
+      "community_name": "install.sh script",
+      "id": "install_sh_install"
+    },
+    {
+      "label": "install.sh script",
+      "file_type": "code",
+      "source_file": "install.sh",
+      "source_location": "L1",
+      "metadata": {
+        "language": "bash",
+        "kind": "bash_entrypoint"
+      },
+      "_origin": "ast",
+      "community": 58,
+      "norm_label": "install.sh script",
+      "community_name": "install.sh script",
+      "id": "install_sh__entry"
+    },
+    {
+      "label": "scheduler.py",
+      "file_type": "code",
+      "source_file": "scheduler/scheduler.py",
+      "source_location": "L1",
+      "_origin": "ast",
+      "community": 20,
+      "norm_label": "scheduler.py",
+      "community_name": "scheduler.py",
+      "id": "scheduler_scheduler"
+    },
+    {
+      "label": "log_audit()",
+      "file_type": "code",
+      "source_file": "scheduler/scheduler.py",
+      "source_location": "L45",
+      "_origin": "ast",
+      "community": 20,
+      "norm_label": "log_audit()",
+      "community_name": "scheduler.py",
+      "id": "scheduler_scheduler_log_audit"
+    },
+    {
+      "label": "run_skill_via_api()",
+      "file_type": "code",
+      "source_file": "scheduler/scheduler.py",
+      "source_location": "L56",
+      "_origin": "ast",
+      "community": 20,
+      "norm_label": "run_skill_via_api()",
+      "community_name": "scheduler.py",
+      "id": "scheduler_scheduler_run_skill_via_api"
+    },
+    {
+      "label": "run_endpoint_via_api()",
+      "file_type": "code",
+      "source_file": "scheduler/scheduler.py",
+      "source_location": "L78",
+      "_origin": "ast",
+      "community": 20,
+      "norm_label": "run_endpoint_via_api()",
+      "community_name": "scheduler.py",
+      "id": "scheduler_scheduler_run_endpoint_via_api"
+    },
+    {
+      "label": "run_job()",
+      "file_type": "code",
+      "source_file": "scheduler/scheduler.py",
+      "source_location": "L97",
+      "_origin": "ast",
+      "community": 20,
+      "norm_label": "run_job()",
+      "community_name": "scheduler.py",
+      "id": "scheduler_scheduler_run_job"
+    },
+    {
+      "label": "load_jobs()",
+      "file_type": "code",
+      "source_file": "scheduler/scheduler.py",
+      "source_location": "L133",
+      "_origin": "ast",
+      "community": 20,
+      "norm_label": "load_jobs()",
+      "community_name": "scheduler.py",
+      "id": "scheduler_scheduler_load_jobs"
+    },
+    {
+      "label": "main()",
+      "file_type": "code",
+      "source_file": "scheduler/scheduler.py",
+      "source_location": "L166",
+      "_origin": "ast",
+      "community": 20,
+      "norm_label": "main()",
+      "community_name": "scheduler.py",
+      "id": "scheduler_scheduler_main"
+    },
+    {
+      "label": "Invoke a skill through the live server API.      Returns a dict with at least {'",
+      "file_type": "rationale",
+      "source_file": "scheduler/scheduler.py",
+      "source_location": "L57",
+      "_origin": "ast",
+      "community": 20,
+      "norm_label": "invoke a skill through the live server api.      returns a dict with at least {'",
+      "community_name": "scheduler.py",
+      "id": "scheduler_scheduler_rationale_57"
+    },
+    {
+      "label": "POST to an arbitrary server endpoint (e.g. /api/brain-index/ingest)     so sched",
+      "file_type": "rationale",
+      "source_file": "scheduler/scheduler.py",
+      "source_location": "L79",
+      "_origin": "ast",
+      "community": 20,
+      "norm_label": "post to an arbitrary server endpoint (e.g. /api/brain-index/ingest)     so sched",
+      "community_name": "scheduler.py",
+      "id": "scheduler_scheduler_rationale_79"
+    },
+    {
+      "label": "analyze_agent_time.py",
+      "file_type": "code",
+      "source_file": "scripts/analyze_agent_time.py",
+      "source_location": "L1",
+      "_origin": "ast",
+      "community": 18,
+      "norm_label": "analyze_agent_time.py",
+      "community_name": "analyze_agent_time.py",
+      "id": "scripts_analyze_agent_time"
+    },
+    {
+      "label": "parse_ts()",
+      "file_type": "code",
+      "source_file": "scripts/analyze_agent_time.py",
+      "source_location": "L37",
+      "_origin": "ast",
+      "community": 18,
+      "norm_label": "parse_ts()",
+      "community_name": "analyze_agent_time.py",
+      "id": "scripts_analyze_agent_time_parse_ts"
+    },
+    {
+      "label": "load_audit_events()",
+      "file_type": "code",
+      "source_file": "scripts/analyze_agent_time.py",
+      "source_location": "L51",
+      "_origin": "ast",
+      "community": 18,
+      "norm_label": "load_audit_events()",
+      "community_name": "analyze_agent_time.py",
+      "id": "scripts_analyze_agent_time_load_audit_events"
+    },
+    {
+      "label": "load_json_file()",
+      "file_type": "code",
+      "source_file": "scripts/analyze_agent_time.py",
+      "source_location": "L73",
+      "_origin": "ast",
+      "community": 18,
+      "norm_label": "load_json_file()",
+      "community_name": "analyze_agent_time.py",
+      "id": "scripts_analyze_agent_time_load_json_file"
+    },
+    {
+      "label": "load_chat_events()",
+      "file_type": "code",
+      "source_file": "scripts/analyze_agent_time.py",
+      "source_location": "L83",
+      "_origin": "ast",
+      "community": 18,
+      "norm_label": "load_chat_events()",
+      "community_name": "analyze_agent_time.py",
+      "id": "scripts_analyze_agent_time_load_chat_events"
+    },
+    {
+      "label": "load_cost_events()",
+      "file_type": "code",
+      "source_file": "scripts/analyze_agent_time.py",
+      "source_location": "L97",
+      "_origin": "ast",
+      "community": 18,
+      "norm_label": "load_cost_events()",
+      "community_name": "analyze_agent_time.py",
+      "id": "scripts_analyze_agent_time_load_cost_events"
+    },
+    {
+      "label": "compute_sessions()",
+      "file_type": "code",
+      "source_file": "scripts/analyze_agent_time.py",
+      "source_location": "L111",
+      "_origin": "ast",
+      "community": 18,
+      "norm_label": "compute_sessions()",
+      "community_name": "analyze_agent_time.py",
+      "id": "scripts_analyze_agent_time_compute_sessions"
+    },
+    {
+      "label": "fmt_hms()",
+      "file_type": "code",
+      "source_file": "scripts/analyze_agent_time.py",
+      "source_location": "L142",
+      "_origin": "ast",
+      "community": 18,
+      "norm_label": "fmt_hms()",
+      "community_name": "analyze_agent_time.py",
+      "id": "scripts_analyze_agent_time_fmt_hms"
+    },
+    {
+      "label": "main()",
+      "file_type": "code",
+      "source_file": "scripts/analyze_agent_time.py",
+      "source_location": "L150",
+      "_origin": "ast",
+      "community": 18,
+      "norm_label": "main()",
+      "community_name": "analyze_agent_time.py",
+      "id": "scripts_analyze_agent_time_main"
+    },
+    {
+      "label": "Read audit.log (JSON lines). Returns list of (ts, agent).",
+      "file_type": "rationale",
+      "source_file": "scripts/analyze_agent_time.py",
+      "source_location": "L52",
+      "_origin": "ast",
+      "community": 18,
+      "norm_label": "read audit.log (json lines). returns list of (ts, agent).",
+      "community_name": "analyze_agent_time.py",
+      "id": "scripts_analyze_agent_time_rationale_52"
+    },
+    {
+      "label": "Group (ts, agent) events into per-agent sessions via gap model.",
+      "file_type": "rationale",
+      "source_file": "scripts/analyze_agent_time.py",
+      "source_location": "L112",
+      "_origin": "ast",
+      "community": 18,
+      "norm_label": "group (ts, agent) events into per-agent sessions via gap model.",
+      "community_name": "analyze_agent_time.py",
+      "id": "scripts_analyze_agent_time_rationale_112"
+    },
+    {
+      "label": "integrity_check.py",
+      "file_type": "code",
+      "source_file": "scripts/integrity_check.py",
+      "source_location": "L1",
+      "_origin": "ast",
+      "community": 19,
+      "norm_label": "integrity_check.py",
+      "community_name": "integrity_check.py",
+      "id": "scripts_integrity_check"
+    },
+    {
+      "label": "add()",
+      "file_type": "code",
+      "source_file": "scripts/integrity_check.py",
+      "source_location": "L51",
+      "_origin": "ast",
+      "community": 19,
+      "norm_label": "add()",
+      "community_name": "integrity_check.py",
+      "id": "scripts_integrity_check_add"
+    },
+    {
+      "label": "load_truth()",
+      "file_type": "code",
+      "source_file": "scripts/integrity_check.py",
+      "source_location": "L55",
+      "_origin": "ast",
+      "community": 19,
+      "norm_label": "load_truth()",
+      "community_name": "integrity_check.py",
+      "id": "scripts_integrity_check_load_truth"
+    },
+    {
+      "label": "scan_text_files()",
+      "file_type": "code",
+      "source_file": "scripts/integrity_check.py",
+      "source_location": "L65",
+      "_origin": "ast",
+      "community": 19,
+      "norm_label": "scan_text_files()",
+      "community_name": "integrity_check.py",
+      "id": "scripts_integrity_check_scan_text_files"
+    },
+    {
+      "label": "check_live_server()",
+      "file_type": "code",
+      "source_file": "scripts/integrity_check.py",
+      "source_location": "L91",
+      "_origin": "ast",
+      "community": 19,
+      "norm_label": "check_live_server()",
+      "community_name": "integrity_check.py",
+      "id": "scripts_integrity_check_check_live_server"
+    },
+    {
+      "label": "check_terminal_endpoint()",
+      "file_type": "code",
+      "source_file": "scripts/integrity_check.py",
+      "source_location": "L104",
+      "_origin": "ast",
+      "community": 19,
+      "norm_label": "check_terminal_endpoint()",
+      "community_name": "integrity_check.py",
+      "id": "scripts_integrity_check_check_terminal_endpoint"
+    },
+    {
+      "label": "check_agent_enabled()",
+      "file_type": "code",
+      "source_file": "scripts/integrity_check.py",
+      "source_location": "L117",
+      "_origin": "ast",
+      "community": 19,
+      "norm_label": "check_agent_enabled()",
+      "community_name": "integrity_check.py",
+      "id": "scripts_integrity_check_check_agent_enabled"
+    },
+    {
+      "label": "main()",
+      "file_type": "code",
+      "source_file": "scripts/integrity_check.py",
+      "source_location": "L130",
+      "_origin": "ast",
+      "community": 19,
+      "norm_label": "main()",
+      "community_name": "integrity_check.py",
+      "id": "scripts_integrity_check_main"
+    },
+    {
+      "label": "Confirm the running server is on the expected port and serving.",
+      "file_type": "rationale",
+      "source_file": "scripts/integrity_check.py",
+      "source_location": "L92",
+      "_origin": "ast",
+      "community": 19,
+      "norm_label": "confirm the running server is on the expected port and serving.",
+      "community_name": "integrity_check.py",
+      "id": "scripts_integrity_check_rationale_92"
+    },
+    {
+      "label": "The terminal page must reference /ws/terminal and the main host.",
+      "file_type": "rationale",
+      "source_file": "scripts/integrity_check.py",
+      "source_location": "L105",
+      "_origin": "ast",
+      "community": 19,
+      "norm_label": "the terminal page must reference /ws/terminal and the main host.",
+      "community_name": "integrity_check.py",
+      "id": "scripts_integrity_check_rationale_105"
+    },
+    {
+      "label": "opencode should be enabled (it is the code/DevOps agent).",
+      "file_type": "rationale",
+      "source_file": "scripts/integrity_check.py",
+      "source_location": "L118",
+      "_origin": "ast",
+      "community": 19,
+      "norm_label": "opencode should be enabled (it is the code/devops agent).",
+      "community_name": "integrity_check.py",
+      "id": "scripts_integrity_check_rationale_118"
+    },
+    {
+      "label": "server.py",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1",
+      "_origin": "ast",
+      "community": 1,
+      "norm_label": "server.py",
+      "community_name": "server.py",
+      "id": "server"
+    },
+    {
+      "label": "get_cors_origins()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L48",
+      "_origin": "ast",
+      "community": 5,
+      "norm_label": "get_cors_origins()",
+      "community_name": "orchestrate_multi_agent",
+      "id": "server_get_cors_origins"
+    },
+    {
+      "label": "BrainUpdate",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L89",
+      "_origin": "ast",
+      "community": 8,
+      "norm_label": "brainupdate",
+      "community_name": "run_skill",
+      "id": "server_brainupdate"
+    },
+    {
+      "label": "SkillRunRequest",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L92",
+      "_origin": "ast",
+      "community": 8,
+      "norm_label": "skillrunrequest",
+      "community_name": "run_skill",
+      "id": "server_skillrunrequest"
+    },
+    {
+      "label": "OrchestrateRequest",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L96",
+      "_origin": "ast",
+      "community": 5,
+      "norm_label": "orchestraterequest",
+      "community_name": "orchestrate_multi_agent",
+      "id": "server_orchestraterequest"
+    },
+    {
+      "label": "SkillCreate",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L103",
+      "_origin": "ast",
+      "community": 10,
+      "norm_label": "skillcreate",
+      "community_name": "BaseModel",
+      "id": "server_skillcreate"
+    },
+    {
+      "label": "SkillUpdate",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L107",
+      "_origin": "ast",
+      "community": 10,
+      "norm_label": "skillupdate",
+      "community_name": "BaseModel",
+      "id": "server_skillupdate"
+    },
+    {
+      "label": "SkillContextFileWrite",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L110",
+      "_origin": "ast",
+      "community": 10,
+      "norm_label": "skillcontextfilewrite",
+      "community_name": "BaseModel",
+      "id": "server_skillcontextfilewrite"
+    },
+    {
+      "label": "ScheduleJobRequest",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L113",
+      "_origin": "ast",
+      "community": 10,
+      "norm_label": "schedulejobrequest",
+      "community_name": "BaseModel",
+      "id": "server_schedulejobrequest"
+    },
+    {
+      "label": "SettingsUpdate",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L119",
+      "_origin": "ast",
+      "community": 3,
+      "norm_label": "settingsupdate",
+      "community_name": "read_json",
+      "id": "server_settingsupdate"
+    },
+    {
+      "label": "BackupRestoreRequest",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L122",
+      "_origin": "ast",
+      "community": 15,
+      "norm_label": "backuprestorerequest",
+      "community_name": "Path",
+      "id": "server_backuprestorerequest"
+    },
+    {
+      "label": "ChatRequest",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L125",
+      "_origin": "ast",
+      "community": 8,
+      "norm_label": "chatrequest",
+      "community_name": "run_skill",
+      "id": "server_chatrequest"
+    },
+    {
+      "label": "read_file()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L131",
+      "_origin": "ast",
+      "community": 15,
+      "norm_label": "read_file()",
+      "community_name": "Path",
+      "id": "server_read_file"
+    },
+    {
+      "label": "Path",
+      "file_type": "code",
+      "source_file": "",
+      "source_location": "",
+      "_origin": "ast",
+      "community": 15,
+      "norm_label": "path",
+      "community_name": "Path",
+      "id": "server_py_path"
+    },
+    {
+      "label": "write_file()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L136",
+      "_origin": "ast",
+      "community": 8,
+      "norm_label": "write_file()",
+      "community_name": "run_skill",
+      "id": "server_write_file"
+    },
+    {
+      "label": "list_dir()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L140",
+      "_origin": "ast",
+      "community": 15,
+      "norm_label": "list_dir()",
+      "community_name": "Path",
+      "id": "server_list_dir"
+    },
+    {
+      "label": "read_json()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L145",
+      "_origin": "ast",
+      "community": 3,
+      "norm_label": "read_json()",
+      "community_name": "read_json",
+      "id": "server_read_json"
+    },
+    {
+      "label": "write_json()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L164",
+      "_origin": "ast",
+      "community": 3,
+      "norm_label": "write_json()",
+      "community_name": "read_json",
+      "id": "server_write_json"
+    },
+    {
+      "label": "iter_skill_dirs()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L168",
+      "_origin": "ast",
+      "community": 3,
+      "norm_label": "iter_skill_dirs()",
+      "community_name": "read_json",
+      "id": "server_iter_skill_dirs"
+    },
+    {
+      "label": "new_id()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L177",
+      "_origin": "ast",
+      "community": 4,
+      "norm_label": "new_id()",
+      "community_name": "append_audit",
+      "id": "server_new_id"
+    },
+    {
+      "label": "get_timestamp()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L180",
+      "_origin": "ast",
+      "community": 4,
+      "norm_label": "get_timestamp()",
+      "community_name": "append_audit",
+      "id": "server_get_timestamp"
+    },
+    {
+      "label": "append_audit()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L183",
+      "_origin": "ast",
+      "community": 4,
+      "norm_label": "append_audit()",
+      "community_name": "append_audit",
+      "id": "server_append_audit"
+    },
+    {
+      "label": "record_brain_learning()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L199",
+      "_origin": "ast",
+      "community": 5,
+      "norm_label": "record_brain_learning()",
+      "community_name": "orchestrate_multi_agent",
+      "id": "server_record_brain_learning"
+    },
+    {
+      "label": "load_agent_stats()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L229",
+      "_origin": "ast",
+      "community": 2,
+      "norm_label": "load_agent_stats()",
+      "community_name": "load_agent_registry",
+      "id": "server_load_agent_stats"
+    },
+    {
+      "label": "save_agent_stats()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L237",
+      "_origin": "ast",
+      "community": 8,
+      "norm_label": "save_agent_stats()",
+      "community_name": "run_skill",
+      "id": "server_save_agent_stats"
+    },
+    {
+      "label": "record_agent_run()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L241",
+      "_origin": "ast",
+      "community": 8,
+      "norm_label": "record_agent_run()",
+      "community_name": "run_skill",
+      "id": "server_record_agent_run"
+    },
+    {
+      "label": "is_error_response()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L260",
+      "_origin": "ast",
+      "community": 8,
+      "norm_label": "is_error_response()",
+      "community_name": "run_skill",
+      "id": "server_is_error_response"
+    },
+    {
+      "label": "compute_skill_score()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L295",
+      "_origin": "ast",
+      "community": 8,
+      "norm_label": "compute_skill_score()",
+      "community_name": "run_skill",
+      "id": "server_compute_skill_score"
+    },
+    {
+      "label": "record_skill_score()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L332",
+      "_origin": "ast",
+      "community": 8,
+      "norm_label": "record_skill_score()",
+      "community_name": "run_skill",
+      "id": "server_record_skill_score"
+    },
+    {
+      "label": "load_agent_registry()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L387",
+      "_origin": "ast",
+      "community": 2,
+      "norm_label": "load_agent_registry()",
+      "community_name": "load_agent_registry",
+      "id": "server_load_agent_registry"
+    },
+    {
+      "label": "save_agent_registry()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L402",
+      "_origin": "ast",
+      "community": 2,
+      "norm_label": "save_agent_registry()",
+      "community_name": "load_agent_registry",
+      "id": "server_save_agent_registry"
+    },
+    {
+      "label": "_cli_has_subcommand()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L409",
+      "_origin": "ast",
+      "community": 37,
+      "norm_label": "_cli_has_subcommand()",
+      "community_name": "hermes_cli_args",
+      "id": "server_cli_has_subcommand"
+    },
+    {
+      "label": "hermes_cli_args()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L417",
+      "_origin": "ast",
+      "community": 37,
+      "norm_label": "hermes_cli_args()",
+      "community_name": "hermes_cli_args",
+      "id": "server_hermes_cli_args"
+    },
+    {
+      "label": "hermes_available()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L437",
+      "_origin": "ast",
+      "community": 37,
+      "norm_label": "hermes_available()",
+      "community_name": "hermes_cli_args",
+      "id": "server_hermes_available"
+    },
+    {
+      "label": "check_agent()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L451",
+      "_origin": "ast",
+      "community": 2,
+      "norm_label": "check_agent()",
+      "community_name": "load_agent_registry",
+      "id": "server_check_agent"
+    },
+    {
+      "label": "execute_agent_dynamic()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L511",
+      "_origin": "ast",
+      "community": 2,
+      "norm_label": "execute_agent_dynamic()",
+      "community_name": "load_agent_registry",
+      "id": "server_execute_agent_dynamic"
+    },
+    {
+      "label": "execute_agent_cli()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L531",
+      "_origin": "ast",
+      "community": 2,
+      "norm_label": "execute_agent_cli()",
+      "community_name": "load_agent_registry",
+      "id": "server_execute_agent_cli"
+    },
+    {
+      "label": "execute_agent_http()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L563",
+      "_origin": "ast",
+      "community": 2,
+      "norm_label": "execute_agent_http()",
+      "community_name": "load_agent_registry",
+      "id": "server_execute_agent_http"
+    },
+    {
+      "label": "execute_agent_mcp()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L583",
+      "_origin": "ast",
+      "community": 2,
+      "norm_label": "execute_agent_mcp()",
+      "community_name": "load_agent_registry",
+      "id": "server_execute_agent_mcp"
+    },
+    {
+      "label": "get_status()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L590",
+      "_origin": "ast",
+      "community": 2,
+      "norm_label": "get_status()",
+      "community_name": "load_agent_registry",
+      "id": "server_get_status"
+    },
+    {
+      "label": "list_brain()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L604",
+      "_origin": "ast",
+      "community": 15,
+      "norm_label": "list_brain()",
+      "community_name": "Path",
+      "id": "server_list_brain"
+    },
+    {
+      "label": "get_brain_file()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L614",
+      "_origin": "ast",
+      "community": 15,
+      "norm_label": "get_brain_file()",
+      "community_name": "Path",
+      "id": "server_get_brain_file"
+    },
+    {
+      "label": "update_brain_file()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L621",
+      "_origin": "ast",
+      "community": 8,
+      "norm_label": "update_brain_file()",
+      "community_name": "run_skill",
+      "id": "server_update_brain_file"
+    },
+    {
+      "label": "_brain_index_module()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L632",
+      "_origin": "ast",
+      "community": 5,
+      "norm_label": "_brain_index_module()",
+      "community_name": "orchestrate_multi_agent",
+      "id": "server_brain_index_module"
+    },
+    {
+      "label": "ingest_brain_index()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L644",
+      "_origin": "ast",
+      "community": 5,
+      "norm_label": "ingest_brain_index()",
+      "community_name": "orchestrate_multi_agent",
+      "id": "server_ingest_brain_index"
+    },
+    {
+      "label": "upsert_brain_doc()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L656",
+      "_origin": "ast",
+      "community": 5,
+      "norm_label": "upsert_brain_doc()",
+      "community_name": "orchestrate_multi_agent",
+      "id": "server_upsert_brain_doc"
+    },
+    {
+      "label": "search_brain_index()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L681",
+      "_origin": "ast",
+      "community": 5,
+      "norm_label": "search_brain_index()",
+      "community_name": "orchestrate_multi_agent",
+      "id": "server_search_brain_index"
+    },
+    {
+      "label": "stats_brain_index()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L694",
+      "_origin": "ast",
+      "community": 5,
+      "norm_label": "stats_brain_index()",
+      "community_name": "orchestrate_multi_agent",
+      "id": "server_stats_brain_index"
+    },
+    {
+      "label": "skill_dir_path()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L708",
+      "_origin": "ast",
+      "community": 10,
+      "norm_label": "skill_dir_path()",
+      "community_name": "BaseModel",
+      "id": "server_skill_dir_path"
+    },
+    {
+      "label": "resolve_skill_dir()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L717",
+      "_origin": "ast",
+      "community": 3,
+      "norm_label": "resolve_skill_dir()",
+      "community_name": "read_json",
+      "id": "server_resolve_skill_dir"
+    },
+    {
+      "label": "skill_context_file_path()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L732",
+      "_origin": "ast",
+      "community": 10,
+      "norm_label": "skill_context_file_path()",
+      "community_name": "BaseModel",
+      "id": "server_skill_context_file_path"
+    },
+    {
+      "label": "list_skills()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L742",
+      "_origin": "ast",
+      "community": 3,
+      "norm_label": "list_skills()",
+      "community_name": "read_json",
+      "id": "server_list_skills"
+    },
+    {
+      "label": "get_skill()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L759",
+      "_origin": "ast",
+      "community": 3,
+      "norm_label": "get_skill()",
+      "community_name": "read_json",
+      "id": "server_get_skill"
+    },
+    {
+      "label": "create_skill()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L771",
+      "_origin": "ast",
+      "community": 10,
+      "norm_label": "create_skill()",
+      "community_name": "BaseModel",
+      "id": "server_create_skill"
+    },
+    {
+      "label": "update_skill()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L783",
+      "_origin": "ast",
+      "community": 10,
+      "norm_label": "update_skill()",
+      "community_name": "BaseModel",
+      "id": "server_update_skill"
+    },
+    {
+      "label": "get_skill_context_file()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L792",
+      "_origin": "ast",
+      "community": 10,
+      "norm_label": "get_skill_context_file()",
+      "community_name": "BaseModel",
+      "id": "server_get_skill_context_file"
+    },
+    {
+      "label": "put_skill_context_file()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L799",
+      "_origin": "ast",
+      "community": 10,
+      "norm_label": "put_skill_context_file()",
+      "community_name": "BaseModel",
+      "id": "server_put_skill_context_file"
+    },
+    {
+      "label": "delete_skill_context_file()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L810",
+      "_origin": "ast",
+      "community": 10,
+      "norm_label": "delete_skill_context_file()",
+      "community_name": "BaseModel",
+      "id": "server_delete_skill_context_file"
+    },
+    {
+      "label": "run_skill()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L819",
+      "_origin": "ast",
+      "community": 8,
+      "norm_label": "run_skill()",
+      "community_name": "run_skill",
+      "id": "server_run_skill"
+    },
+    {
+      "label": "_run_angle()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L930",
+      "_origin": "ast",
+      "community": 5,
+      "norm_label": "_run_angle()",
+      "community_name": "orchestrate_multi_agent",
+      "id": "server_run_angle"
+    },
+    {
+      "label": "orchestrate_multi_agent()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L939",
+      "_origin": "ast",
+      "community": 5,
+      "norm_label": "orchestrate_multi_agent()",
+      "community_name": "orchestrate_multi_agent",
+      "id": "server_orchestrate_multi_agent"
+    },
+    {
+      "label": "list_orchestration_runs()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1066",
+      "_origin": "ast",
+      "community": 3,
+      "norm_label": "list_orchestration_runs()",
+      "community_name": "read_json",
+      "id": "server_list_orchestration_runs"
+    },
+    {
+      "label": "get_skill_eval()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1085",
+      "_origin": "ast",
+      "community": 3,
+      "norm_label": "get_skill_eval()",
+      "community_name": "read_json",
+      "id": "server_get_skill_eval"
+    },
+    {
+      "label": "list_jobs()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1092",
+      "_origin": "ast",
+      "community": 3,
+      "norm_label": "list_jobs()",
+      "community_name": "read_json",
+      "id": "server_list_jobs"
+    },
+    {
+      "label": "create_job()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1102",
+      "_origin": "ast",
+      "community": 4,
+      "norm_label": "create_job()",
+      "community_name": "append_audit",
+      "id": "server_create_job"
+    },
+    {
+      "label": "delete_job()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1122",
+      "_origin": "ast",
+      "community": 3,
+      "norm_label": "delete_job()",
+      "community_name": "read_json",
+      "id": "server_delete_job"
+    },
+    {
+      "label": "get_audit()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1135",
+      "_origin": "ast",
+      "community": 1,
+      "norm_label": "get_audit()",
+      "community_name": "server.py",
+      "id": "server_get_audit"
+    },
+    {
+      "label": "get_cost()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1154",
+      "_origin": "ast",
+      "community": 3,
+      "norm_label": "get_cost()",
+      "community_name": "read_json",
+      "id": "server_get_cost"
+    },
+    {
+      "label": "record_cost()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1159",
+      "_origin": "ast",
+      "community": 3,
+      "norm_label": "record_cost()",
+      "community_name": "read_json",
+      "id": "server_record_cost"
+    },
+    {
+      "label": "list_plugins()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1175",
+      "_origin": "ast",
+      "community": 3,
+      "norm_label": "list_plugins()",
+      "community_name": "read_json",
+      "id": "server_list_plugins"
+    },
+    {
+      "label": "install_plugin()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1180",
+      "_origin": "ast",
+      "community": 3,
+      "norm_label": "install_plugin()",
+      "community_name": "read_json",
+      "id": "server_install_plugin"
+    },
+    {
+      "label": "uninstall_plugin()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1243",
+      "_origin": "ast",
+      "community": 1,
+      "norm_label": "uninstall_plugin()",
+      "community_name": "server.py",
+      "id": "server_uninstall_plugin"
+    },
+    {
+      "label": "list_integrations()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1254",
+      "_origin": "ast",
+      "community": 1,
+      "norm_label": "list_integrations()",
+      "community_name": "server.py",
+      "id": "server_list_integrations"
+    },
+    {
+      "label": "add_integration()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1262",
+      "_origin": "ast",
+      "community": 4,
+      "norm_label": "add_integration()",
+      "community_name": "append_audit",
+      "id": "server_add_integration"
+    },
+    {
+      "label": "list_backups()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1291",
+      "_origin": "ast",
+      "community": 1,
+      "norm_label": "list_backups()",
+      "community_name": "server.py",
+      "id": "server_list_backups"
+    },
+    {
+      "label": "create_backup()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1303",
+      "_origin": "ast",
+      "community": 1,
+      "norm_label": "create_backup()",
+      "community_name": "server.py",
+      "id": "server_create_backup"
+    },
+    {
+      "label": "_resolve_backup_file()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1316",
+      "_origin": "ast",
+      "community": 15,
+      "norm_label": "_resolve_backup_file()",
+      "community_name": "Path",
+      "id": "server_resolve_backup_file"
+    },
+    {
+      "label": "_safe_extractall()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1331",
+      "_origin": "ast",
+      "community": 15,
+      "norm_label": "_safe_extractall()",
+      "community_name": "Path",
+      "id": "server_safe_extractall"
+    },
+    {
+      "label": "TarFile",
+      "file_type": "code",
+      "source_file": "",
+      "source_location": "",
+      "_origin": "ast",
+      "community": 15,
+      "norm_label": "tarfile",
+      "community_name": "Path",
+      "id": "tarfile"
+    },
+    {
+      "label": "restore_backup()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1346",
+      "_origin": "ast",
+      "community": 15,
+      "norm_label": "restore_backup()",
+      "community_name": "Path",
+      "id": "server_restore_backup"
+    },
+    {
+      "label": "list_prompts()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1358",
+      "_origin": "ast",
+      "community": 15,
+      "norm_label": "list_prompts()",
+      "community_name": "Path",
+      "id": "server_list_prompts"
+    },
+    {
+      "label": "get_settings()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1368",
+      "_origin": "ast",
+      "community": 3,
+      "norm_label": "get_settings()",
+      "community_name": "read_json",
+      "id": "server_get_settings"
+    },
+    {
+      "label": "update_settings()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1373",
+      "_origin": "ast",
+      "community": 3,
+      "norm_label": "update_settings()",
+      "community_name": "read_json",
+      "id": "server_update_settings"
+    },
+    {
+      "label": "list_standards()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1385",
+      "_origin": "ast",
+      "community": 15,
+      "norm_label": "list_standards()",
+      "community_name": "Path",
+      "id": "server_list_standards"
+    },
+    {
+      "label": "discover_standards()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1400",
+      "_origin": "ast",
+      "community": 1,
+      "norm_label": "discover_standards()",
+      "community_name": "server.py",
+      "id": "server_discover_standards"
+    },
+    {
+      "label": "load_chat_history()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1409",
+      "_origin": "ast",
+      "community": 3,
+      "norm_label": "load_chat_history()",
+      "community_name": "read_json",
+      "id": "server_load_chat_history"
+    },
+    {
+      "label": "save_chat_message()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1412",
+      "_origin": "ast",
+      "community": 8,
+      "norm_label": "save_chat_message()",
+      "community_name": "run_skill",
+      "id": "server_save_chat_message"
+    },
+    {
+      "label": "run_cli()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1419",
+      "_origin": "ast",
+      "community": 8,
+      "norm_label": "run_cli()",
+      "community_name": "run_skill",
+      "id": "server_run_cli"
+    },
+    {
+      "label": "clean_hermes_output()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1423",
+      "_origin": "ast",
+      "community": 8,
+      "norm_label": "clean_hermes_output()",
+      "community_name": "run_skill",
+      "id": "server_clean_hermes_output"
+    },
+    {
+      "label": "execute_agent()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1448",
+      "_origin": "ast",
+      "community": 8,
+      "norm_label": "execute_agent()",
+      "community_name": "run_skill",
+      "id": "server_execute_agent"
+    },
+    {
+      "label": "chat()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1533",
+      "_origin": "ast",
+      "community": 8,
+      "norm_label": "chat()",
+      "community_name": "run_skill",
+      "id": "server_chat"
+    },
+    {
+      "label": "get_chat_history()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1566",
+      "_origin": "ast",
+      "community": 3,
+      "norm_label": "get_chat_history()",
+      "community_name": "read_json",
+      "id": "server_get_chat_history"
+    },
+    {
+      "label": "PtySession",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1571",
+      "_origin": "ast",
+      "community": 5,
+      "norm_label": "ptysession",
+      "community_name": "orchestrate_multi_agent",
+      "id": "server_ptysession"
+    },
+    {
+      "label": ".__init__()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1574",
+      "_origin": "ast",
+      "community": 5,
+      "norm_label": ".__init__()",
+      "community_name": "orchestrate_multi_agent",
+      "id": "server_ptysession_init"
+    },
+    {
+      "label": ".start()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1579",
+      "_origin": "ast",
+      "community": 5,
+      "norm_label": ".start()",
+      "community_name": "orchestrate_multi_agent",
+      "id": "server_ptysession_start"
+    },
+    {
+      "label": ".read()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1595",
+      "_origin": "ast",
+      "community": 2,
+      "norm_label": ".read()",
+      "community_name": "load_agent_registry",
+      "id": "server_ptysession_read"
+    },
+    {
+      "label": ".write()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1600",
+      "_origin": "ast",
+      "community": 5,
+      "norm_label": ".write()",
+      "community_name": "orchestrate_multi_agent",
+      "id": "server_ptysession_write"
+    },
+    {
+      "label": ".resize()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1606",
+      "_origin": "ast",
+      "community": 5,
+      "norm_label": ".resize()",
+      "community_name": "orchestrate_multi_agent",
+      "id": "server_ptysession_resize"
+    },
+    {
+      "label": ".close()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1615",
+      "_origin": "ast",
+      "community": 5,
+      "norm_label": ".close()",
+      "community_name": "orchestrate_multi_agent",
+      "id": "server_ptysession_close"
+    },
+    {
+      "label": "ws_terminal()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1638",
+      "_origin": "ast",
+      "community": 5,
+      "norm_label": "ws_terminal()",
+      "community_name": "orchestrate_multi_agent",
+      "id": "server_ws_terminal"
+    },
+    {
+      "label": "WebSocket",
+      "file_type": "code",
+      "source_file": "",
+      "source_location": "",
+      "_origin": "ast",
+      "community": 5,
+      "norm_label": "websocket",
+      "community_name": "orchestrate_multi_agent",
+      "id": "websocket"
+    },
+    {
+      "label": "KanbanTaskCreate",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1699",
+      "_origin": "ast",
+      "community": 10,
+      "norm_label": "kanbantaskcreate",
+      "community_name": "BaseModel",
+      "id": "server_kanbantaskcreate"
+    },
+    {
+      "label": "KanbanTaskUpdate",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1706",
+      "_origin": "ast",
+      "community": 10,
+      "norm_label": "kanbantaskupdate",
+      "community_name": "BaseModel",
+      "id": "server_kanbantaskupdate"
+    },
+    {
+      "label": "KanbanComplete",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1713",
+      "_origin": "ast",
+      "community": 10,
+      "norm_label": "kanbancomplete",
+      "community_name": "BaseModel",
+      "id": "server_kanbancomplete"
+    },
+    {
+      "label": "KanbanBlock",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1716",
+      "_origin": "ast",
+      "community": 10,
+      "norm_label": "kanbanblock",
+      "community_name": "BaseModel",
+      "id": "server_kanbanblock"
+    },
+    {
+      "label": "KanbanCommentCreate",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1719",
+      "_origin": "ast",
+      "community": 10,
+      "norm_label": "kanbancommentcreate",
+      "community_name": "BaseModel",
+      "id": "server_kanbancommentcreate"
+    },
+    {
+      "label": "KanbanLinkCreate",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1722",
+      "_origin": "ast",
+      "community": 10,
+      "norm_label": "kanbanlinkcreate",
+      "community_name": "BaseModel",
+      "id": "server_kanbanlinkcreate"
+    },
+    {
+      "label": "GoalCreate",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1726",
+      "_origin": "ast",
+      "community": 10,
+      "norm_label": "goalcreate",
+      "community_name": "BaseModel",
+      "id": "server_goalcreate"
+    },
+    {
+      "label": "GoalUpdate",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1732",
+      "_origin": "ast",
+      "community": 34,
+      "norm_label": "goalupdate",
+      "community_name": "load_goals",
+      "id": "server_goalupdate"
+    },
+    {
+      "label": "JournalSave",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1740",
+      "_origin": "ast",
+      "community": 1,
+      "norm_label": "journalsave",
+      "community_name": "server.py",
+      "id": "server_journalsave"
+    },
+    {
+      "label": "RouterSuggest",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1743",
+      "_origin": "ast",
+      "community": 1,
+      "norm_label": "routersuggest",
+      "community_name": "server.py",
+      "id": "server_routersuggest"
+    },
+    {
+      "label": "RouterRoute",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1746",
+      "_origin": "ast",
+      "community": 1,
+      "norm_label": "routerroute",
+      "community_name": "server.py",
+      "id": "server_routerroute"
+    },
+    {
+      "label": "ensure_dir()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1756",
+      "_origin": "ast",
+      "community": 1,
+      "norm_label": "ensure_dir()",
+      "community_name": "server.py",
+      "id": "server_ensure_dir"
+    },
+    {
+      "label": "load_kanban_tasks()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1759",
+      "_origin": "ast",
+      "community": 1,
+      "norm_label": "load_kanban_tasks()",
+      "community_name": "server.py",
+      "id": "server_load_kanban_tasks"
+    },
+    {
+      "label": "kanban_task_path()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1770",
+      "_origin": "ast",
+      "community": 4,
+      "norm_label": "kanban_task_path()",
+      "community_name": "append_audit",
+      "id": "server_kanban_task_path"
+    },
+    {
+      "label": "save_kanban_task()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1780",
+      "_origin": "ast",
+      "community": 4,
+      "norm_label": "save_kanban_task()",
+      "community_name": "append_audit",
+      "id": "server_save_kanban_task"
+    },
+    {
+      "label": "dispatch_kanban_task()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1786",
+      "_origin": "ast",
+      "community": 4,
+      "norm_label": "dispatch_kanban_task()",
+      "community_name": "append_audit",
+      "id": "server_dispatch_kanban_task"
+    },
+    {
+      "label": "_run_kanban_agent()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1802",
+      "_origin": "ast",
+      "community": 4,
+      "norm_label": "_run_kanban_agent()",
+      "community_name": "append_audit",
+      "id": "server_run_kanban_agent"
+    },
+    {
+      "label": "load_goals()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1847",
+      "_origin": "ast",
+      "community": 34,
+      "norm_label": "load_goals()",
+      "community_name": "load_goals",
+      "id": "server_load_goals"
+    },
+    {
+      "label": "save_goals()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1850",
+      "_origin": "ast",
+      "community": 34,
+      "norm_label": "save_goals()",
+      "community_name": "load_goals",
+      "id": "server_save_goals"
+    },
+    {
+      "label": "kanban_board()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1856",
+      "_origin": "ast",
+      "community": 1,
+      "norm_label": "kanban_board()",
+      "community_name": "server.py",
+      "id": "server_kanban_board"
+    },
+    {
+      "label": "kanban_get_task()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1871",
+      "_origin": "ast",
+      "community": 1,
+      "norm_label": "kanban_get_task()",
+      "community_name": "server.py",
+      "id": "server_kanban_get_task"
+    },
+    {
+      "label": "kanban_delete_task()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1878",
+      "_origin": "ast",
+      "community": 4,
+      "norm_label": "kanban_delete_task()",
+      "community_name": "append_audit",
+      "id": "server_kanban_delete_task"
+    },
+    {
+      "label": "kanban_create_task()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1887",
+      "_origin": "ast",
+      "community": 4,
+      "norm_label": "kanban_create_task()",
+      "community_name": "append_audit",
+      "id": "server_kanban_create_task"
+    },
+    {
+      "label": "kanban_update_task()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1911",
+      "_origin": "ast",
+      "community": 4,
+      "norm_label": "kanban_update_task()",
+      "community_name": "append_audit",
+      "id": "server_kanban_update_task"
+    },
+    {
+      "label": "kanban_dispatch_task()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1930",
+      "_origin": "ast",
+      "community": 4,
+      "norm_label": "kanban_dispatch_task()",
+      "community_name": "append_audit",
+      "id": "server_kanban_dispatch_task"
+    },
+    {
+      "label": "kanban_complete_task()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1941",
+      "_origin": "ast",
+      "community": 4,
+      "norm_label": "kanban_complete_task()",
+      "community_name": "append_audit",
+      "id": "server_kanban_complete_task"
+    },
+    {
+      "label": "kanban_block_task()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1955",
+      "_origin": "ast",
+      "community": 4,
+      "norm_label": "kanban_block_task()",
+      "community_name": "append_audit",
+      "id": "server_kanban_block_task"
+    },
+    {
+      "label": "kanban_unblock_task()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1968",
+      "_origin": "ast",
+      "community": 4,
+      "norm_label": "kanban_unblock_task()",
+      "community_name": "append_audit",
+      "id": "server_kanban_unblock_task"
+    },
+    {
+      "label": "kanban_add_comment()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1981",
+      "_origin": "ast",
+      "community": 4,
+      "norm_label": "kanban_add_comment()",
+      "community_name": "append_audit",
+      "id": "server_kanban_add_comment"
+    },
+    {
+      "label": "kanban_add_link()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L1997",
+      "_origin": "ast",
+      "community": 4,
+      "norm_label": "kanban_add_link()",
+      "community_name": "append_audit",
+      "id": "server_kanban_add_link"
+    },
+    {
+      "label": "kanban_remove_link()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L2013",
+      "_origin": "ast",
+      "community": 4,
+      "norm_label": "kanban_remove_link()",
+      "community_name": "append_audit",
+      "id": "server_kanban_remove_link"
+    },
+    {
+      "label": "kanban_dispatch()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L2034",
+      "_origin": "ast",
+      "community": 1,
+      "norm_label": "kanban_dispatch()",
+      "community_name": "server.py",
+      "id": "server_kanban_dispatch"
+    },
+    {
+      "label": "kanban_specify_task()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L2044",
+      "_origin": "ast",
+      "community": 4,
+      "norm_label": "kanban_specify_task()",
+      "community_name": "append_audit",
+      "id": "server_kanban_specify_task"
+    },
+    {
+      "label": "kanban_decompose_task()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L2056",
+      "_origin": "ast",
+      "community": 4,
+      "norm_label": "kanban_decompose_task()",
+      "community_name": "append_audit",
+      "id": "server_kanban_decompose_task"
+    },
+    {
+      "label": "list_goals()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L2085",
+      "_origin": "ast",
+      "community": 34,
+      "norm_label": "list_goals()",
+      "community_name": "load_goals",
+      "id": "server_list_goals"
+    },
+    {
+      "label": "create_goal()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L2092",
+      "_origin": "ast",
+      "community": 4,
+      "norm_label": "create_goal()",
+      "community_name": "append_audit",
+      "id": "server_create_goal"
+    },
+    {
+      "label": "update_goal()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L2120",
+      "_origin": "ast",
+      "community": 34,
+      "norm_label": "update_goal()",
+      "community_name": "load_goals",
+      "id": "server_update_goal"
+    },
+    {
+      "label": "delete_goal()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L2139",
+      "_origin": "ast",
+      "community": 34,
+      "norm_label": "delete_goal()",
+      "community_name": "load_goals",
+      "id": "server_delete_goal"
+    },
+    {
+      "label": "list_journal_entries()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L2152",
+      "_origin": "ast",
+      "community": 1,
+      "norm_label": "list_journal_entries()",
+      "community_name": "server.py",
+      "id": "server_list_journal_entries"
+    },
+    {
+      "label": "get_journal_entry()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L2167",
+      "_origin": "ast",
+      "community": 1,
+      "norm_label": "get_journal_entry()",
+      "community_name": "server.py",
+      "id": "server_get_journal_entry"
+    },
+    {
+      "label": "save_journal_entry()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L2177",
+      "_origin": "ast",
+      "community": 1,
+      "norm_label": "save_journal_entry()",
+      "community_name": "server.py",
+      "id": "server_save_journal_entry"
+    },
+    {
+      "label": "search_journal()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L2188",
+      "_origin": "ast",
+      "community": 1,
+      "norm_label": "search_journal()",
+      "community_name": "server.py",
+      "id": "server_search_journal"
+    },
+    {
+      "label": "get_agent_health()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L2205",
+      "_origin": "ast",
+      "community": 2,
+      "norm_label": "get_agent_health()",
+      "community_name": "load_agent_registry",
+      "id": "server_get_agent_health"
+    },
+    {
+      "label": "get_agent_stats()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L2226",
+      "_origin": "ast",
+      "community": 2,
+      "norm_label": "get_agent_stats()",
+      "community_name": "load_agent_registry",
+      "id": "server_get_agent_stats"
+    },
+    {
+      "label": "refresh_agent_health()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L2250",
+      "_origin": "ast",
+      "community": 2,
+      "norm_label": "refresh_agent_health()",
+      "community_name": "load_agent_registry",
+      "id": "server_refresh_agent_health"
+    },
+    {
+      "label": "AgentRegisterRequest",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L2263",
+      "_origin": "ast",
+      "community": 2,
+      "norm_label": "agentregisterrequest",
+      "community_name": "load_agent_registry",
+      "id": "server_agentregisterrequest"
+    },
+    {
+      "label": "list_agents()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L2281",
+      "_origin": "ast",
+      "community": 2,
+      "norm_label": "list_agents()",
+      "community_name": "load_agent_registry",
+      "id": "server_list_agents"
+    },
+    {
+      "label": "register_agent()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L2292",
+      "_origin": "ast",
+      "community": 2,
+      "norm_label": "register_agent()",
+      "community_name": "load_agent_registry",
+      "id": "server_register_agent"
+    },
+    {
+      "label": "unregister_agent()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L2347",
+      "_origin": "ast",
+      "community": 2,
+      "norm_label": "unregister_agent()",
+      "community_name": "load_agent_registry",
+      "id": "server_unregister_agent"
+    },
+    {
+      "label": "router_suggest()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L2378",
+      "_origin": "ast",
+      "community": 1,
+      "norm_label": "router_suggest()",
+      "community_name": "server.py",
+      "id": "server_router_suggest"
+    },
+    {
+      "label": "router_route()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L2404",
+      "_origin": "ast",
+      "community": 1,
+      "norm_label": "router_route()",
+      "community_name": "server.py",
+      "id": "server_router_route"
+    },
+    {
+      "label": "get_skill_analytics()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L2422",
+      "_origin": "ast",
+      "community": 3,
+      "norm_label": "get_skill_analytics()",
+      "community_name": "read_json",
+      "id": "server_get_skill_analytics"
+    },
+    {
+      "label": "get_trend_analytics()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L2440",
+      "_origin": "ast",
+      "community": 3,
+      "norm_label": "get_trend_analytics()",
+      "community_name": "read_json",
+      "id": "server_get_trend_analytics"
+    },
+    {
+      "label": "list_sessions()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L2458",
+      "_origin": "ast",
+      "community": 1,
+      "norm_label": "list_sessions()",
+      "community_name": "server.py",
+      "id": "server_list_sessions"
+    },
+    {
+      "label": "get_session_replay()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L2486",
+      "_origin": "ast",
+      "community": 1,
+      "norm_label": "get_session_replay()",
+      "community_name": "server.py",
+      "id": "server_get_session_replay"
+    },
+    {
+      "label": "index()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L2538",
+      "_origin": "ast",
+      "community": 1,
+      "norm_label": "index()",
+      "community_name": "server.py",
+      "id": "server_index"
+    },
+    {
+      "label": "test_page()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L2551",
+      "_origin": "ast",
+      "community": 1,
+      "norm_label": "test_page()",
+      "community_name": "server.py",
+      "id": "server_test_page"
+    },
+    {
+      "label": "_recompute_agent_time()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L2568",
+      "_origin": "ast",
+      "community": 1,
+      "norm_label": "_recompute_agent_time()",
+      "community_name": "server.py",
+      "id": "server_recompute_agent_time"
+    },
+    {
+      "label": "get_agent_time()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L2586",
+      "_origin": "ast",
+      "community": 1,
+      "norm_label": "get_agent_time()",
+      "community_name": "server.py",
+      "id": "server_get_agent_time"
+    },
+    {
+      "label": "agent_time_skin()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L2610",
+      "_origin": "ast",
+      "community": 1,
+      "norm_label": "agent_time_skin()",
+      "community_name": "server.py",
+      "id": "server_agent_time_skin"
+    },
+    {
+      "label": "get_agent_insights()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L2649",
+      "_origin": "ast",
+      "community": 3,
+      "norm_label": "get_agent_insights()",
+      "community_name": "read_json",
+      "id": "server_get_agent_insights"
+    },
+    {
+      "label": "favicon()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L2797",
+      "_origin": "ast",
+      "community": 1,
+      "norm_label": "favicon()",
+      "community_name": "server.py",
+      "id": "server_favicon"
+    },
+    {
+      "label": "favicon_svg()",
+      "file_type": "code",
+      "source_file": "server.py",
+      "source_location": "L2801",
+      "_origin": "ast",
+      "community": 1,
+      "norm_label": "favicon_svg()",
+      "community_name": "server.py",
+      "id": "server_favicon_svg"
+    },
+    {
+      "label": "Return local dashboard origins allowed to call the API.",
+      "file_type": "rationale",
+      "source_file": "server.py",
+      "source_location": "L49",
+      "_origin": "ast",
+      "community": 5,
+      "norm_label": "return local dashboard origins allowed to call the api.",
+      "community_name": "orchestrate_multi_agent",
+      "id": "server_rationale_49"
+    },
+    {
+      "label": "Load JSON from path, returning ``default`` when the file is missing.      On cor",
+      "file_type": "rationale",
+      "source_file": "server.py",
+      "source_location": "L146",
+      "_origin": "ast",
+      "community": 3,
+      "norm_label": "load json from path, returning ``default`` when the file is missing.      on cor",
+      "community_name": "read_json",
+      "id": "server_rationale_146"
+    },
+    {
+      "label": "Serialize data as pretty JSON to path.",
+      "file_type": "rationale",
+      "source_file": "server.py",
+      "source_location": "L165",
+      "_origin": "ast",
+      "community": 3,
+      "norm_label": "serialize data as pretty json to path.",
+      "community_name": "read_json",
+      "id": "server_rationale_165"
+    },
+    {
+      "label": "Yield skill directories, skipping hidden and underscore-prefixed ones.",
+      "file_type": "rationale",
+      "source_file": "server.py",
+      "source_location": "L169",
+      "_origin": "ast",
+      "community": 3,
+      "norm_label": "yield skill directories, skipping hidden and underscore-prefixed ones.",
+      "community_name": "read_json",
+      "id": "server_rationale_169"
+    },
+    {
+      "label": "Push a single document into the centralized brain index.      Best-effort: a bra",
+      "file_type": "rationale",
+      "source_file": "server.py",
+      "source_location": "L202",
+      "_origin": "ast",
+      "community": 5,
+      "norm_label": "push a single document into the centralized brain index.      best-effort: a bra",
+      "community_name": "orchestrate_multi_agent",
+      "id": "server_rationale_202"
+    },
+    {
+      "label": "Persist real invocation stats for an agent (consumed by /api/agents/health).",
+      "file_type": "rationale",
+      "source_file": "server.py",
+      "source_location": "L242",
+      "_origin": "ast",
+      "community": 8,
+      "norm_label": "persist real invocation stats for an agent (consumed by /api/agents/health).",
+      "community_name": "run_skill",
+      "id": "server_rationale_242"
+    },
+    {
+      "label": "Detect the error/refusal/busy sentinels this server emits on agent failures.",
+      "file_type": "rationale",
+      "source_file": "server.py",
+      "source_location": "L261",
+      "_origin": "ast",
+      "community": 8,
+      "norm_label": "detect the error/refusal/busy sentinels this server emits on agent failures.",
+      "community_name": "run_skill",
+      "id": "server_rationale_261"
+    },
+    {
+      "label": "Weighted 0-100 quality score from eval.json criteria + response features.",
+      "file_type": "rationale",
+      "source_file": "server.py",
+      "source_location": "L296",
+      "_origin": "ast",
+      "community": 8,
+      "norm_label": "weighted 0-100 quality score from eval.json criteria + response features.",
+      "community_name": "run_skill",
+      "id": "server_rationale_296"
+    },
+    {
+      "label": "Append a run's score to skills/<name>/score-history.json.",
+      "file_type": "rationale",
+      "source_file": "server.py",
+      "source_location": "L333",
+      "_origin": "ast",
+      "community": 8,
+      "norm_label": "append a run's score to skills/<name>/score-history.json.",
+      "community_name": "run_skill",
+      "id": "server_rationale_333"
+    },
+    {
+      "label": "Load agent registry from disk, merging with builtins.",
+      "file_type": "rationale",
+      "source_file": "server.py",
+      "source_location": "L388",
+      "_origin": "ast",
+      "community": 2,
+      "norm_label": "load agent registry from disk, merging with builtins.",
+      "community_name": "load_agent_registry",
+      "id": "server_rationale_388"
+    },
+    {
+      "label": "Save custom agents to disk (excluding builtins).",
+      "file_type": "rationale",
+      "source_file": "server.py",
+      "source_location": "L403",
+      "_origin": "ast",
+      "community": 2,
+      "norm_label": "save custom agents to disk (excluding builtins).",
+      "community_name": "load_agent_registry",
+      "id": "server_rationale_403"
+    },
+    {
+      "label": "Build the command to invoke Hermes, bridging through WSL if the real agent only",
+      "file_type": "rationale",
+      "source_file": "server.py",
+      "source_location": "L418",
+      "_origin": "ast",
+      "community": 37,
+      "norm_label": "build the command to invoke hermes, bridging through wsl if the real agent only",
+      "community_name": "hermes_cli_args",
+      "id": "server_rationale_418"
+    },
+    {
+      "label": "Cached: this spawns a subprocess (possibly via WSL), and /api/status is polled e",
+      "file_type": "rationale",
+      "source_file": "server.py",
+      "source_location": "L438",
+      "_origin": "ast",
+      "community": 37,
+      "norm_label": "cached: this spawns a subprocess (possibly via wsl), and /api/status is polled e",
+      "community_name": "hermes_cli_args",
+      "id": "server_rationale_438"
+    },
+    {
+      "label": "Dynamic agent check based on registry configuration.",
+      "file_type": "rationale",
+      "source_file": "server.py",
+      "source_location": "L452",
+      "_origin": "ast",
+      "community": 2,
+      "norm_label": "dynamic agent check based on registry configuration.",
+      "community_name": "load_agent_registry",
+      "id": "server_rationale_452"
+    },
+    {
+      "label": "Execute a message on any registered agent.",
+      "file_type": "rationale",
+      "source_file": "server.py",
+      "source_location": "L512",
+      "_origin": "ast",
+      "community": 2,
+      "norm_label": "execute a message on any registered agent.",
+      "community_name": "load_agent_registry",
+      "id": "server_rationale_512"
+    },
+    {
+      "label": "Execute via CLI binary.",
+      "file_type": "rationale",
+      "source_file": "server.py",
+      "source_location": "L532",
+      "_origin": "ast",
+      "community": 2,
+      "norm_label": "execute via cli binary.",
+      "community_name": "load_agent_registry",
+      "id": "server_rationale_532"
+    },
+    {
+      "label": "Execute via HTTP API endpoint.",
+      "file_type": "rationale",
+      "source_file": "server.py",
+      "source_location": "L564",
+      "_origin": "ast",
+      "community": 2,
+      "norm_label": "execute via http api endpoint.",
+      "community_name": "load_agent_registry",
+      "id": "server_rationale_564"
+    },
+    {
+      "label": "Execute via MCP server.",
+      "file_type": "rationale",
+      "source_file": "server.py",
+      "source_location": "L584",
+      "_origin": "ast",
+      "community": 2,
+      "norm_label": "execute via mcp server.",
+      "community_name": "load_agent_registry",
+      "id": "server_rationale_584"
+    },
+    {
+      "label": "Lazy import of brain-core so a missing dir never breaks server boot.",
+      "file_type": "rationale",
+      "source_file": "server.py",
+      "source_location": "L633",
+      "_origin": "ast",
+      "community": 5,
+      "norm_label": "lazy import of brain-core so a missing dir never breaks server boot.",
+      "community_name": "orchestrate_multi_agent",
+      "id": "server_rationale_633"
+    },
+    {
+      "label": "Agents push a single document into the brain. Fields: source,     source_path, t",
+      "file_type": "rationale",
+      "source_file": "server.py",
+      "source_location": "L657",
+      "_origin": "ast",
+      "community": 5,
+      "norm_label": "agents push a single document into the brain. fields: source,     source_path, t",
+      "community_name": "orchestrate_multi_agent",
+      "id": "server_rationale_657"
+    },
+    {
+      "label": "Return the directory of an existing skill by matching ``name`` against the     a",
+      "file_type": "rationale",
+      "source_file": "server.py",
+      "source_location": "L718",
+      "_origin": "ast",
+      "community": 3,
+      "norm_label": "return the directory of an existing skill by matching ``name`` against the     a",
+      "community_name": "read_json",
+      "id": "server_rationale_718"
+    },
+    {
+      "label": "Run a single agent on its angle. Returns (agent, output, error).",
+      "file_type": "rationale",
+      "source_file": "server.py",
+      "source_location": "L931",
+      "_origin": "ast",
+      "community": 5,
+      "norm_label": "run a single agent on its angle. returns (agent, output, error).",
+      "community_name": "orchestrate_multi_agent",
+      "id": "server_rationale_931"
+    },
+    {
+      "label": "Spin up multiple agents on the same project goal from different angles,     then",
+      "file_type": "rationale",
+      "source_file": "server.py",
+      "source_location": "L940",
+      "_origin": "ast",
+      "community": 5,
+      "norm_label": "spin up multiple agents on the same project goal from different angles,     then",
+      "community_name": "orchestrate_multi_agent",
+      "id": "server_rationale_940"
+    },
+    {
+      "label": "List connected external apps/integrations.",
+      "file_type": "rationale",
+      "source_file": "server.py",
+      "source_location": "L1255",
+      "_origin": "ast",
+      "community": 1,
+      "norm_label": "list connected external apps/integrations.",
+      "community_name": "server.py",
+      "id": "server_rationale_1255"
+    },
+    {
+      "label": "Connect an external app via URL/webhook.",
+      "file_type": "rationale",
+      "source_file": "server.py",
+      "source_location": "L1263",
+      "_origin": "ast",
+      "community": 4,
+      "norm_label": "connect an external app via url/webhook.",
+      "community_name": "append_audit",
+      "id": "server_rationale_1263"
+    },
+    {
+      "label": "Resolve a restore request to a real .tar.gz inside backups/, rejecting traversal",
+      "file_type": "rationale",
+      "source_file": "server.py",
+      "source_location": "L1317",
+      "_origin": "ast",
+      "community": 15,
+      "norm_label": "resolve a restore request to a real .tar.gz inside backups/, rejecting traversal",
+      "community_name": "Path",
+      "id": "server_rationale_1317"
+    },
+    {
+      "label": "Extract a tar archive, refusing members that would escape dest (CVE-2007-4559).",
+      "file_type": "rationale",
+      "source_file": "server.py",
+      "source_location": "L1332",
+      "_origin": "ast",
+      "community": 15,
+      "norm_label": "extract a tar archive, refusing members that would escape dest (cve-2007-4559).",
+      "community_name": "Path",
+      "id": "server_rationale_1332"
+    },
+    {
+      "label": "Strip CLI metadata from Hermes output, returning only the AI response.",
+      "file_type": "rationale",
+      "source_file": "server.py",
+      "source_location": "L1424",
+      "_origin": "ast",
+      "community": 8,
+      "norm_label": "strip cli metadata from hermes output, returning only the ai response.",
+      "community_name": "run_skill",
+      "id": "server_rationale_1424"
+    },
+    {
+      "label": "Wraps a real pseudo-terminal shell process, POSIX (stdlib pty) or Windows (pywin",
+      "file_type": "rationale",
+      "source_file": "server.py",
+      "source_location": "L1572",
+      "_origin": "ast",
+      "community": 5,
+      "norm_label": "wraps a real pseudo-terminal shell process, posix (stdlib pty) or windows (pywin",
+      "community_name": "orchestrate_multi_agent",
+      "id": "server_rationale_1572"
+    },
+    {
+      "label": "Resolve a task id to its file path, rejecting anything that isn't a plain genera",
+      "file_type": "rationale",
+      "source_file": "server.py",
+      "source_location": "L1771",
+      "_origin": "ast",
+      "community": 4,
+      "norm_label": "resolve a task id to its file path, rejecting anything that isn't a plain genera",
+      "community_name": "append_audit",
+      "id": "server_rationale_1771"
+    },
+    {
+      "label": "Move a task to in_progress and hand it to its assignee agent in the background.",
+      "file_type": "rationale",
+      "source_file": "server.py",
+      "source_location": "L1787",
+      "_origin": "ast",
+      "community": 4,
+      "norm_label": "move a task to in_progress and hand it to its assignee agent in the background.",
+      "community_name": "append_audit",
+      "id": "server_rationale_1787"
+    },
+    {
+      "label": "List all registered agents (built-in + custom).",
+      "file_type": "rationale",
+      "source_file": "server.py",
+      "source_location": "L2282",
+      "_origin": "ast",
+      "community": 2,
+      "norm_label": "list all registered agents (built-in + custom).",
+      "community_name": "load_agent_registry",
+      "id": "server_rationale_2282"
+    },
+    {
+      "label": "Register a new custom agent.",
+      "file_type": "rationale",
+      "source_file": "server.py",
+      "source_location": "L2293",
+      "_origin": "ast",
+      "community": 2,
+      "norm_label": "register a new custom agent.",
+      "community_name": "load_agent_registry",
+      "id": "server_rationale_2293"
+    },
+    {
+      "label": "Remove a custom agent (built-ins cannot be removed).",
+      "file_type": "rationale",
+      "source_file": "server.py",
+      "source_location": "L2348",
+      "_origin": "ast",
+      "community": 2,
+      "norm_label": "remove a custom agent (built-ins cannot be removed).",
+      "community_name": "load_agent_registry",
+      "id": "server_rationale_2348"
+    },
+    {
+      "label": "Run the analyzer to (re)generate data/agent-time.json. Returns report.",
+      "file_type": "rationale",
+      "source_file": "server.py",
+      "source_location": "L2569",
+      "_origin": "ast",
+      "community": 1,
+      "norm_label": "run the analyzer to (re)generate data/agent-time.json. returns report.",
+      "community_name": "server.py",
+      "id": "server_rationale_2569"
+    },
+    {
+      "label": "# NOTE: The interactive terminal is provided by the in-app WebSocket",
+      "file_type": "rationale",
+      "source_file": "server.py",
+      "source_location": "L2518",
+      "_origin": "ast",
+      "community": 1,
+      "norm_label": "# note: the interactive terminal is provided by the in-app websocket",
+      "community_name": "server.py",
+      "id": "server_rationale_2518"
+    },
+    {
+      "label": "# NOTE: no recompute happens at startup or import; the report is only",
+      "file_type": "rationale",
+      "source_file": "server.py",
+      "source_location": "L2561",
+      "_origin": "ast",
+      "community": 1,
+      "norm_label": "# note: no recompute happens at startup or import; the report is only",
+      "community_name": "server.py",
+      "id": "server_rationale_2561"
+    },
+    {
+      "label": "start-agentic-os.sh",
+      "file_type": "code",
+      "source_file": "start-agentic-os.sh",
+      "source_location": "L1",
+      "metadata": {
+        "language": "bash",
+        "kind": "file"
+      },
+      "_origin": "ast",
+      "community": 60,
+      "norm_label": "start-agentic-os.sh",
+      "community_name": "start-agentic-os.sh",
+      "id": "start_agentic_os"
+    },
+    {
+      "label": "start-agentic-os.sh script",
+      "file_type": "code",
+      "source_file": "start-agentic-os.sh",
+      "source_location": "L1",
+      "metadata": {
+        "language": "bash",
+        "kind": "bash_entrypoint"
+      },
+      "_origin": "ast",
+      "community": 60,
+      "norm_label": "start-agentic-os.sh script",
+      "community_name": "start-agentic-os.sh",
+      "id": "start_agentic_os_sh__entry"
+    },
+    {
+      "label": "start.ps1",
+      "file_type": "code",
+      "source_file": "start.ps1",
+      "source_location": "L1",
+      "_origin": "ast",
+      "community": 48,
+      "norm_label": "start.ps1",
+      "community_name": "start.ps1",
+      "id": "start_ps1_start"
+    },
+    {
+      "label": "Resolve-Python()",
+      "file_type": "code",
+      "source_file": "start.ps1",
+      "source_location": "L11",
+      "_origin": "ast",
+      "community": 48,
+      "norm_label": "resolve-python()",
+      "community_name": "start.ps1",
+      "id": "start_resolve_python"
+    },
+    {
+      "label": "Find-FreePort()",
+      "file_type": "code",
+      "source_file": "start.ps1",
+      "source_location": "L43",
+      "_origin": "ast",
+      "community": 48,
+      "norm_label": "find-freeport()",
+      "community_name": "start.ps1",
+      "id": "start_find_freeport"
+    },
+    {
+      "label": "start.sh",
+      "file_type": "code",
+      "source_file": "start.sh",
+      "source_location": "L1",
+      "metadata": {
+        "language": "bash",
+        "kind": "file"
+      },
+      "_origin": "ast",
+      "community": 61,
+      "norm_label": "start.sh",
+      "community_name": "start.sh script",
+      "id": "start_sh_start"
+    },
+    {
+      "label": "start.sh script",
+      "file_type": "code",
+      "source_file": "start.sh",
+      "source_location": "L1",
+      "metadata": {
+        "language": "bash",
+        "kind": "bash_entrypoint"
+      },
+      "_origin": "ast",
+      "community": 61,
+      "norm_label": "start.sh script",
+      "community_name": "start.sh script",
+      "id": "start_sh__entry"
+    },
+    {
+      "label": "conftest.py",
+      "file_type": "code",
+      "source_file": "tests/conftest.py",
+      "source_location": "L1",
+      "_origin": "ast",
+      "community": 38,
+      "norm_label": "conftest.py",
+      "community_name": "conftest.py",
+      "id": "tests_conftest"
+    },
+    {
+      "label": "server_module()",
+      "file_type": "code",
+      "source_file": "tests/conftest.py",
+      "source_location": "L21",
+      "_origin": "ast",
+      "community": 38,
+      "norm_label": "server_module()",
+      "community_name": "conftest.py",
+      "id": "tests_conftest_server_module"
+    },
+    {
+      "label": "client()",
+      "file_type": "code",
+      "source_file": "tests/conftest.py",
+      "source_location": "L47",
+      "_origin": "ast",
+      "community": 38,
+      "norm_label": "client()",
+      "community_name": "conftest.py",
+      "id": "tests_conftest_client"
+    },
+    {
+      "label": "Shared pytest fixtures for the Agentic OS test suite.  The application code (``s",
+      "file_type": "rationale",
+      "source_file": "tests/conftest.py",
+      "source_location": "L1",
+      "_origin": "ast",
+      "community": 38,
+      "norm_label": "shared pytest fixtures for the agentic os test suite.  the application code (``s",
+      "community_name": "conftest.py",
+      "id": "tests_conftest_rationale_1"
+    },
+    {
+      "label": "Import ``server`` with all filesystem paths redirected to ``tmp_path``.      Ret",
+      "file_type": "rationale",
+      "source_file": "tests/conftest.py",
+      "source_location": "L22",
+      "_origin": "ast",
+      "community": 38,
+      "norm_label": "import ``server`` with all filesystem paths redirected to ``tmp_path``.      ret",
+      "community_name": "conftest.py",
+      "id": "tests_conftest_rationale_22"
+    },
+    {
+      "label": "test_scheduler.py",
+      "file_type": "code",
+      "source_file": "tests/test_scheduler.py",
+      "source_location": "L1",
+      "_origin": "ast",
+      "community": 31,
+      "norm_label": "test_scheduler.py",
+      "community_name": "test_scheduler.py",
+      "id": "tests_test_scheduler"
+    },
+    {
+      "label": "scheduler_module()",
+      "file_type": "code",
+      "source_file": "tests/test_scheduler.py",
+      "source_location": "L16",
+      "_origin": "ast",
+      "community": 31,
+      "norm_label": "scheduler_module()",
+      "community_name": "test_scheduler.py",
+      "id": "tests_test_scheduler_scheduler_module"
+    },
+    {
+      "label": "test_run_skill_appends_audit()",
+      "file_type": "code",
+      "source_file": "tests/test_scheduler.py",
+      "source_location": "L26",
+      "_origin": "ast",
+      "community": 31,
+      "norm_label": "test_run_skill_appends_audit()",
+      "community_name": "test_scheduler.py",
+      "id": "tests_test_scheduler_test_run_skill_appends_audit"
+    },
+    {
+      "label": "test_load_jobs_registers_enabled()",
+      "file_type": "code",
+      "source_file": "tests/test_scheduler.py",
+      "source_location": "L36",
+      "_origin": "ast",
+      "community": 31,
+      "norm_label": "test_load_jobs_registers_enabled()",
+      "community_name": "test_scheduler.py",
+      "id": "tests_test_scheduler_test_load_jobs_registers_enabled"
+    },
+    {
+      "label": "test_load_jobs_skips_disabled()",
+      "file_type": "code",
+      "source_file": "tests/test_scheduler.py",
+      "source_location": "L49",
+      "_origin": "ast",
+      "community": 31,
+      "norm_label": "test_load_jobs_skips_disabled()",
+      "community_name": "test_scheduler.py",
+      "id": "tests_test_scheduler_test_load_jobs_skips_disabled"
+    },
+    {
+      "label": "test_load_jobs_falls_back_to_name_as_id()",
+      "file_type": "code",
+      "source_file": "tests/test_scheduler.py",
+      "source_location": "L59",
+      "_origin": "ast",
+      "community": 31,
+      "norm_label": "test_load_jobs_falls_back_to_name_as_id()",
+      "community_name": "test_scheduler.py",
+      "id": "tests_test_scheduler_test_load_jobs_falls_back_to_name_as_id"
+    },
+    {
+      "label": "Unit tests for ``scheduler/scheduler.py``.",
+      "file_type": "rationale",
+      "source_file": "tests/test_scheduler.py",
+      "source_location": "L1",
+      "_origin": "ast",
+      "community": 31,
+      "norm_label": "unit tests for ``scheduler/scheduler.py``.",
+      "community_name": "test_scheduler.py",
+      "id": "tests_test_scheduler_rationale_1"
+    },
+    {
+      "label": "test_server_endpoints.py",
+      "file_type": "code",
+      "source_file": "tests/test_server_endpoints.py",
+      "source_location": "L1",
+      "_origin": "ast",
+      "community": 0,
+      "norm_label": "test_server_endpoints.py",
+      "community_name": "test_server_endpoints.py",
+      "id": "tests_test_server_endpoints"
+    },
+    {
+      "label": "test_status_ok()",
+      "file_type": "code",
+      "source_file": "tests/test_server_endpoints.py",
+      "source_location": "L9",
+      "_origin": "ast",
+      "community": 0,
+      "norm_label": "test_status_ok()",
+      "community_name": "test_server_endpoints.py",
+      "id": "tests_test_server_endpoints_test_status_ok"
+    },
+    {
+      "label": "test_index_without_dashboard()",
+      "file_type": "code",
+      "source_file": "tests/test_server_endpoints.py",
+      "source_location": "L19",
+      "_origin": "ast",
+      "community": 0,
+      "norm_label": "test_index_without_dashboard()",
+      "community_name": "test_server_endpoints.py",
+      "id": "tests_test_server_endpoints_test_index_without_dashboard"
+    },
+    {
+      "label": "test_favicon_endpoints()",
+      "file_type": "code",
+      "source_file": "tests/test_server_endpoints.py",
+      "source_location": "L25",
+      "_origin": "ast",
+      "community": 0,
+      "norm_label": "test_favicon_endpoints()",
+      "community_name": "test_server_endpoints.py",
+      "id": "tests_test_server_endpoints_test_favicon_endpoints"
+    },
+    {
+      "label": "test_brain_list_and_get_and_update()",
+      "file_type": "code",
+      "source_file": "tests/test_server_endpoints.py",
+      "source_location": "L34",
+      "_origin": "ast",
+      "community": 0,
+      "norm_label": "test_brain_list_and_get_and_update()",
+      "community_name": "test_server_endpoints.py",
+      "id": "tests_test_server_endpoints_test_brain_list_and_get_and_update"
+    },
+    {
+      "label": "test_brain_get_missing_404()",
+      "file_type": "code",
+      "source_file": "tests/test_server_endpoints.py",
+      "source_location": "L49",
+      "_origin": "ast",
+      "community": 0,
+      "norm_label": "test_brain_get_missing_404()",
+      "community_name": "test_server_endpoints.py",
+      "id": "tests_test_server_endpoints_test_brain_get_missing_404"
+    },
+    {
+      "label": "_make_skill()",
+      "file_type": "code",
+      "source_file": "tests/test_server_endpoints.py",
+      "source_location": "L55",
+      "_origin": "ast",
+      "community": 0,
+      "norm_label": "_make_skill()",
+      "community_name": "test_server_endpoints.py",
+      "id": "tests_test_server_endpoints_make_skill"
+    },
+    {
+      "label": "test_list_skills()",
+      "file_type": "code",
+      "source_file": "tests/test_server_endpoints.py",
+      "source_location": "L67",
+      "_origin": "ast",
+      "community": 0,
+      "norm_label": "test_list_skills()",
+      "community_name": "test_server_endpoints.py",
+      "id": "tests_test_server_endpoints_test_list_skills"
+    },
+    {
+      "label": "test_get_skill_and_missing()",
+      "file_type": "code",
+      "source_file": "tests/test_server_endpoints.py",
+      "source_location": "L80",
+      "_origin": "ast",
+      "community": 0,
+      "norm_label": "test_get_skill_and_missing()",
+      "community_name": "test_server_endpoints.py",
+      "id": "tests_test_server_endpoints_test_get_skill_and_missing"
+    },
+    {
+      "label": "test_get_skill_eval()",
+      "file_type": "code",
+      "source_file": "tests/test_server_endpoints.py",
+      "source_location": "L88",
+      "_origin": "ast",
+      "community": 0,
+      "norm_label": "test_get_skill_eval()",
+      "community_name": "test_server_endpoints.py",
+      "id": "tests_test_server_endpoints_test_get_skill_eval"
+    },
+    {
+      "label": "test_run_skill_auto_routes()",
+      "file_type": "code",
+      "source_file": "tests/test_server_endpoints.py",
+      "source_location": "L99",
+      "_origin": "ast",
+      "community": 0,
+      "norm_label": "test_run_skill_auto_routes()",
+      "community_name": "test_server_endpoints.py",
+      "id": "tests_test_server_endpoints_test_run_skill_auto_routes"
+    },
+    {
+      "label": "test_run_skill_uses_skill_md_primary()",
+      "file_type": "code",
+      "source_file": "tests/test_server_endpoints.py",
+      "source_location": "L114",
+      "_origin": "ast",
+      "community": 0,
+      "norm_label": "test_run_skill_uses_skill_md_primary()",
+      "community_name": "test_server_endpoints.py",
+      "id": "tests_test_server_endpoints_test_run_skill_uses_skill_md_primary"
+    },
+    {
+      "label": "test_run_skill_missing_404()",
+      "file_type": "code",
+      "source_file": "tests/test_server_endpoints.py",
+      "source_location": "L121",
+      "_origin": "ast",
+      "community": 0,
+      "norm_label": "test_run_skill_missing_404()",
+      "community_name": "test_server_endpoints.py",
+      "id": "tests_test_server_endpoints_test_run_skill_missing_404"
+    },
+    {
+      "label": "test_scheduler_job_crud()",
+      "file_type": "code",
+      "source_file": "tests/test_server_endpoints.py",
+      "source_location": "L128",
+      "_origin": "ast",
+      "community": 0,
+      "norm_label": "test_scheduler_job_crud()",
+      "community_name": "test_server_endpoints.py",
+      "id": "tests_test_server_endpoints_test_scheduler_job_crud"
+    },
+    {
+      "label": "test_delete_missing_job_404()",
+      "file_type": "code",
+      "source_file": "tests/test_server_endpoints.py",
+      "source_location": "L143",
+      "_origin": "ast",
+      "community": 0,
+      "norm_label": "test_delete_missing_job_404()",
+      "community_name": "test_server_endpoints.py",
+      "id": "tests_test_server_endpoints_test_delete_missing_job_404"
+    },
+    {
+      "label": "test_audit_empty_and_limit()",
+      "file_type": "code",
+      "source_file": "tests/test_server_endpoints.py",
+      "source_location": "L149",
+      "_origin": "ast",
+      "community": 0,
+      "norm_label": "test_audit_empty_and_limit()",
+      "community_name": "test_server_endpoints.py",
+      "id": "tests_test_server_endpoints_test_audit_empty_and_limit"
+    },
+    {
+      "label": "test_cost_empty_then_record()",
+      "file_type": "code",
+      "source_file": "tests/test_server_endpoints.py",
+      "source_location": "L160",
+      "_origin": "ast",
+      "community": 0,
+      "norm_label": "test_cost_empty_then_record()",
+      "community_name": "test_server_endpoints.py",
+      "id": "tests_test_server_endpoints_test_cost_empty_then_record"
+    },
+    {
+      "label": "test_plugins_install_flow()",
+      "file_type": "code",
+      "source_file": "tests/test_server_endpoints.py",
+      "source_location": "L170",
+      "_origin": "ast",
+      "community": 0,
+      "norm_label": "test_plugins_install_flow()",
+      "community_name": "test_server_endpoints.py",
+      "id": "tests_test_server_endpoints_test_plugins_install_flow"
+    },
+    {
+      "label": "test_settings_get_empty_and_update_merges()",
+      "file_type": "code",
+      "source_file": "tests/test_server_endpoints.py",
+      "source_location": "L180",
+      "_origin": "ast",
+      "community": 0,
+      "norm_label": "test_settings_get_empty_and_update_merges()",
+      "community_name": "test_server_endpoints.py",
+      "id": "tests_test_server_endpoints_test_settings_get_empty_and_update_merges"
+    },
+    {
+      "label": "test_standards_list_and_discover()",
+      "file_type": "code",
+      "source_file": "tests/test_server_endpoints.py",
+      "source_location": "L190",
+      "_origin": "ast",
+      "community": 0,
+      "norm_label": "test_standards_list_and_discover()",
+      "community_name": "test_server_endpoints.py",
+      "id": "tests_test_server_endpoints_test_standards_list_and_discover"
+    },
+    {
+      "label": "test_prompts_list()",
+      "file_type": "code",
+      "source_file": "tests/test_server_endpoints.py",
+      "source_location": "L202",
+      "_origin": "ast",
+      "community": 0,
+      "norm_label": "test_prompts_list()",
+      "community_name": "test_server_endpoints.py",
+      "id": "tests_test_server_endpoints_test_prompts_list"
+    },
+    {
+      "label": "test_backup_create_list_restore()",
+      "file_type": "code",
+      "source_file": "tests/test_server_endpoints.py",
+      "source_location": "L209",
+      "_origin": "ast",
+      "community": 0,
+      "norm_label": "test_backup_create_list_restore()",
+      "community_name": "test_server_endpoints.py",
+      "id": "tests_test_server_endpoints_test_backup_create_list_restore"
+    },
+    {
+      "label": "test_restore_missing_backup_404()",
+      "file_type": "code",
+      "source_file": "tests/test_server_endpoints.py",
+      "source_location": "L218",
+      "_origin": "ast",
+      "community": 0,
+      "norm_label": "test_restore_missing_backup_404()",
+      "community_name": "test_server_endpoints.py",
+      "id": "tests_test_server_endpoints_test_restore_missing_backup_404"
+    },
+    {
+      "label": "test_chat_invalid_agent()",
+      "file_type": "code",
+      "source_file": "tests/test_server_endpoints.py",
+      "source_location": "L224",
+      "_origin": "ast",
+      "community": 0,
+      "norm_label": "test_chat_invalid_agent()",
+      "community_name": "test_server_endpoints.py",
+      "id": "tests_test_server_endpoints_test_chat_invalid_agent"
+    },
+    {
+      "label": "test_chat_records_history()",
+      "file_type": "code",
+      "source_file": "tests/test_server_endpoints.py",
+      "source_location": "L228",
+      "_origin": "ast",
+      "community": 0,
+      "norm_label": "test_chat_records_history()",
+      "community_name": "test_server_endpoints.py",
+      "id": "tests_test_server_endpoints_test_chat_records_history"
+    },
+    {
+      "label": "test_terminal_session_and_blank_command()",
+      "file_type": "code",
+      "source_file": "tests/test_server_endpoints.py",
+      "source_location": "L240",
+      "_origin": "ast",
+      "community": 0,
+      "norm_label": "test_terminal_session_and_blank_command()",
+      "community_name": "test_server_endpoints.py",
+      "id": "tests_test_server_endpoints_test_terminal_session_and_blank_command"
+    },
+    {
+      "label": "test_terminal_cd_invalid_dir()",
+      "file_type": "code",
+      "source_file": "tests/test_server_endpoints.py",
+      "source_location": "L246",
+      "_origin": "ast",
+      "community": 0,
+      "norm_label": "test_terminal_cd_invalid_dir()",
+      "community_name": "test_server_endpoints.py",
+      "id": "tests_test_server_endpoints_test_terminal_cd_invalid_dir"
+    },
+    {
+      "label": "test_terminal_run_echo()",
+      "file_type": "code",
+      "source_file": "tests/test_server_endpoints.py",
+      "source_location": "L252",
+      "_origin": "ast",
+      "community": 0,
+      "norm_label": "test_terminal_run_echo()",
+      "community_name": "test_server_endpoints.py",
+      "id": "tests_test_server_endpoints_test_terminal_run_echo"
+    },
+    {
+      "label": "test_goals_crud()",
+      "file_type": "code",
+      "source_file": "tests/test_server_endpoints.py",
+      "source_location": "L260",
+      "_origin": "ast",
+      "community": 0,
+      "norm_label": "test_goals_crud()",
+      "community_name": "test_server_endpoints.py",
+      "id": "tests_test_server_endpoints_test_goals_crud"
+    },
+    {
+      "label": "test_goal_creation_syncs_active_projects()",
+      "file_type": "code",
+      "source_file": "tests/test_server_endpoints.py",
+      "source_location": "L272",
+      "_origin": "ast",
+      "community": 0,
+      "norm_label": "test_goal_creation_syncs_active_projects()",
+      "community_name": "test_server_endpoints.py",
+      "id": "tests_test_server_endpoints_test_goal_creation_syncs_active_projects"
+    },
+    {
+      "label": "test_journal_save_get_list_search()",
+      "file_type": "code",
+      "source_file": "tests/test_server_endpoints.py",
+      "source_location": "L281",
+      "_origin": "ast",
+      "community": 0,
+      "norm_label": "test_journal_save_get_list_search()",
+      "community_name": "test_server_endpoints.py",
+      "id": "tests_test_server_endpoints_test_journal_save_get_list_search"
+    },
+    {
+      "label": "test_agent_health()",
+      "file_type": "code",
+      "source_file": "tests/test_server_endpoints.py",
+      "source_location": "L294",
+      "_origin": "ast",
+      "community": 0,
+      "norm_label": "test_agent_health()",
+      "community_name": "test_server_endpoints.py",
+      "id": "tests_test_server_endpoints_test_agent_health"
+    },
+    {
+      "label": "test_agent_stats_valid_and_invalid()",
+      "file_type": "code",
+      "source_file": "tests/test_server_endpoints.py",
+      "source_location": "L301",
+      "_origin": "ast",
+      "community": 0,
+      "norm_label": "test_agent_stats_valid_and_invalid()",
+      "community_name": "test_server_endpoints.py",
+      "id": "tests_test_server_endpoints_test_agent_stats_valid_and_invalid"
+    },
+    {
+      "label": "test_agent_health_refresh()",
+      "file_type": "code",
+      "source_file": "tests/test_server_endpoints.py",
+      "source_location": "L307",
+      "_origin": "ast",
+      "community": 0,
+      "norm_label": "test_agent_health_refresh()",
+      "community_name": "test_server_endpoints.py",
+      "id": "tests_test_server_endpoints_test_agent_health_refresh"
+    },
+    {
+      "label": "test_router_suggest_high_confidence()",
+      "file_type": "code",
+      "source_file": "tests/test_server_endpoints.py",
+      "source_location": "L314",
+      "_origin": "ast",
+      "community": 0,
+      "norm_label": "test_router_suggest_high_confidence()",
+      "community_name": "test_server_endpoints.py",
+      "id": "tests_test_server_endpoints_test_router_suggest_high_confidence"
+    },
+    {
+      "label": "test_router_suggest_low_confidence()",
+      "file_type": "code",
+      "source_file": "tests/test_server_endpoints.py",
+      "source_location": "L320",
+      "_origin": "ast",
+      "community": 0,
+      "norm_label": "test_router_suggest_low_confidence()",
+      "community_name": "test_server_endpoints.py",
+      "id": "tests_test_server_endpoints_test_router_suggest_low_confidence"
+    },
+    {
+      "label": "test_router_route_valid_and_invalid()",
+      "file_type": "code",
+      "source_file": "tests/test_server_endpoints.py",
+      "source_location": "L325",
+      "_origin": "ast",
+      "community": 0,
+      "norm_label": "test_router_route_valid_and_invalid()",
+      "community_name": "test_server_endpoints.py",
+      "id": "tests_test_server_endpoints_test_router_route_valid_and_invalid"
+    },
+    {
+      "label": "test_skill_analytics()",
+      "file_type": "code",
+      "source_file": "tests/test_server_endpoints.py",
+      "source_location": "L332",
+      "_origin": "ast",
+      "community": 0,
+      "norm_label": "test_skill_analytics()",
+      "community_name": "test_server_endpoints.py",
+      "id": "tests_test_server_endpoints_test_skill_analytics"
+    },
+    {
+      "label": "test_trend_analytics()",
+      "file_type": "code",
+      "source_file": "tests/test_server_endpoints.py",
+      "source_location": "L342",
+      "_origin": "ast",
+      "community": 0,
+      "norm_label": "test_trend_analytics()",
+      "community_name": "test_server_endpoints.py",
+      "id": "tests_test_server_endpoints_test_trend_analytics"
+    },
+    {
+      "label": "test_sessions_list_empty()",
+      "file_type": "code",
+      "source_file": "tests/test_server_endpoints.py",
+      "source_location": "L351",
+      "_origin": "ast",
+      "community": 0,
+      "norm_label": "test_sessions_list_empty()",
+      "community_name": "test_server_endpoints.py",
+      "id": "tests_test_server_endpoints_test_sessions_list_empty"
+    },
+    {
+      "label": "test_session_replay_not_found()",
+      "file_type": "code",
+      "source_file": "tests/test_server_endpoints.py",
+      "source_location": "L356",
+      "_origin": "ast",
+      "community": 0,
+      "norm_label": "test_session_replay_not_found()",
+      "community_name": "test_server_endpoints.py",
+      "id": "tests_test_server_endpoints_test_session_replay_not_found"
+    },
+    {
+      "label": "Endpoint tests for ``server.py`` exercised through FastAPI's TestClient.",
+      "file_type": "rationale",
+      "source_file": "tests/test_server_endpoints.py",
+      "source_location": "L1",
+      "_origin": "ast",
+      "community": 0,
+      "norm_label": "endpoint tests for ``server.py`` exercised through fastapi's testclient.",
+      "community_name": "test_server_endpoints.py",
+      "id": "tests_test_server_endpoints_rationale_1"
+    },
+    {
+      "label": "test_server_helpers.py",
+      "file_type": "code",
+      "source_file": "tests/test_server_helpers.py",
+      "source_location": "L1",
+      "_origin": "ast",
+      "community": 6,
+      "norm_label": "test_server_helpers.py",
+      "community_name": "test_server_helpers.py",
+      "id": "tests_test_server_helpers"
+    },
+    {
+      "label": "test_read_file_missing_returns_empty()",
+      "file_type": "code",
+      "source_file": "tests/test_server_helpers.py",
+      "source_location": "L7",
+      "_origin": "ast",
+      "community": 6,
+      "norm_label": "test_read_file_missing_returns_empty()",
+      "community_name": "test_server_helpers.py",
+      "id": "tests_test_server_helpers_test_read_file_missing_returns_empty"
+    },
+    {
+      "label": "test_read_write_file_roundtrip()",
+      "file_type": "code",
+      "source_file": "tests/test_server_helpers.py",
+      "source_location": "L11",
+      "_origin": "ast",
+      "community": 6,
+      "norm_label": "test_read_write_file_roundtrip()",
+      "community_name": "test_server_helpers.py",
+      "id": "tests_test_server_helpers_test_read_write_file_roundtrip"
+    },
+    {
+      "label": "test_list_dir_missing_returns_empty()",
+      "file_type": "code",
+      "source_file": "tests/test_server_helpers.py",
+      "source_location": "L17",
+      "_origin": "ast",
+      "community": 6,
+      "norm_label": "test_list_dir_missing_returns_empty()",
+      "community_name": "test_server_helpers.py",
+      "id": "tests_test_server_helpers_test_list_dir_missing_returns_empty"
+    },
+    {
+      "label": "test_list_dir_skips_hidden_and_sorts()",
+      "file_type": "code",
+      "source_file": "tests/test_server_helpers.py",
+      "source_location": "L21",
+      "_origin": "ast",
+      "community": 6,
+      "norm_label": "test_list_dir_skips_hidden_and_sorts()",
+      "community_name": "test_server_helpers.py",
+      "id": "tests_test_server_helpers_test_list_dir_skips_hidden_and_sorts"
+    },
+    {
+      "label": "test_get_timestamp_is_iso_utc()",
+      "file_type": "code",
+      "source_file": "tests/test_server_helpers.py",
+      "source_location": "L30",
+      "_origin": "ast",
+      "community": 6,
+      "norm_label": "test_get_timestamp_is_iso_utc()",
+      "community_name": "test_server_helpers.py",
+      "id": "tests_test_server_helpers_test_get_timestamp_is_iso_utc"
+    },
+    {
+      "label": "test_append_audit_writes_entry()",
+      "file_type": "code",
+      "source_file": "tests/test_server_helpers.py",
+      "source_location": "L39",
+      "_origin": "ast",
+      "community": 6,
+      "norm_label": "test_append_audit_writes_entry()",
+      "community_name": "test_server_helpers.py",
+      "id": "tests_test_server_helpers_test_append_audit_writes_entry"
+    },
+    {
+      "label": "test_get_cors_origins_defaults()",
+      "file_type": "code",
+      "source_file": "tests/test_server_helpers.py",
+      "source_location": "L50",
+      "_origin": "ast",
+      "community": 6,
+      "norm_label": "test_get_cors_origins_defaults()",
+      "community_name": "test_server_helpers.py",
+      "id": "tests_test_server_helpers_test_get_cors_origins_defaults"
+    },
+    {
+      "label": "test_get_cors_origins_reads_port_from_settings()",
+      "file_type": "code",
+      "source_file": "tests/test_server_helpers.py",
+      "source_location": "L57",
+      "_origin": "ast",
+      "community": 6,
+      "norm_label": "test_get_cors_origins_reads_port_from_settings()",
+      "community_name": "test_server_helpers.py",
+      "id": "tests_test_server_helpers_test_get_cors_origins_reads_port_from_settings"
+    },
+    {
+      "label": "test_get_cors_origins_includes_env_extras()",
+      "file_type": "code",
+      "source_file": "tests/test_server_helpers.py",
+      "source_location": "L66",
+      "_origin": "ast",
+      "community": 6,
+      "norm_label": "test_get_cors_origins_includes_env_extras()",
+      "community_name": "test_server_helpers.py",
+      "id": "tests_test_server_helpers_test_get_cors_origins_includes_env_extras"
+    },
+    {
+      "label": "test_get_cors_origins_bad_settings_falls_back()",
+      "file_type": "code",
+      "source_file": "tests/test_server_helpers.py",
+      "source_location": "L73",
+      "_origin": "ast",
+      "community": 6,
+      "norm_label": "test_get_cors_origins_bad_settings_falls_back()",
+      "community_name": "test_server_helpers.py",
+      "id": "tests_test_server_helpers_test_get_cors_origins_bad_settings_falls_back"
+    },
+    {
+      "label": "test_check_agent_opencode()",
+      "file_type": "code",
+      "source_file": "tests/test_server_helpers.py",
+      "source_location": "L81",
+      "_origin": "ast",
+      "community": 6,
+      "norm_label": "test_check_agent_opencode()",
+      "community_name": "test_server_helpers.py",
+      "id": "tests_test_server_helpers_test_check_agent_opencode"
+    },
+    {
+      "label": "test_check_agent_unknown_is_offline()",
+      "file_type": "code",
+      "source_file": "tests/test_server_helpers.py",
+      "source_location": "L86",
+      "_origin": "ast",
+      "community": 6,
+      "norm_label": "test_check_agent_unknown_is_offline()",
+      "community_name": "test_server_helpers.py",
+      "id": "tests_test_server_helpers_test_check_agent_unknown_is_offline"
+    },
+    {
+      "label": "test_check_agent_gemini_warning_when_not_logged_in()",
+      "file_type": "code",
+      "source_file": "tests/test_server_helpers.py",
+      "source_location": "L90",
+      "_origin": "ast",
+      "community": 6,
+      "norm_label": "test_check_agent_gemini_warning_when_not_logged_in()",
+      "community_name": "test_server_helpers.py",
+      "id": "tests_test_server_helpers_test_check_agent_gemini_warning_when_not_logged_in"
+    },
+    {
+      "label": "test_check_agent_gemini_online_when_logged_in()",
+      "file_type": "code",
+      "source_file": "tests/test_server_helpers.py",
+      "source_location": "L97",
+      "_origin": "ast",
+      "community": 6,
+      "norm_label": "test_check_agent_gemini_online_when_logged_in()",
+      "community_name": "test_server_helpers.py",
+      "id": "tests_test_server_helpers_test_check_agent_gemini_online_when_logged_in"
+    },
+    {
+      "label": "test_clean_hermes_output_empty()",
+      "file_type": "code",
+      "source_file": "tests/test_server_helpers.py",
+      "source_location": "L106",
+      "_origin": "ast",
+      "community": 6,
+      "norm_label": "test_clean_hermes_output_empty()",
+      "community_name": "test_server_helpers.py",
+      "id": "tests_test_server_helpers_test_clean_hermes_output_empty"
+    },
+    {
+      "label": "test_clean_hermes_output_extracts_box_content()",
+      "file_type": "code",
+      "source_file": "tests/test_server_helpers.py",
+      "source_location": "L110",
+      "_origin": "ast",
+      "community": 6,
+      "norm_label": "test_clean_hermes_output_extracts_box_content()",
+      "community_name": "test_server_helpers.py",
+      "id": "tests_test_server_helpers_test_clean_hermes_output_extracts_box_content"
+    },
+    {
+      "label": "test_clean_hermes_output_fallback_without_box()",
+      "file_type": "code",
+      "source_file": "tests/test_server_helpers.py",
+      "source_location": "L115",
+      "_origin": "ast",
+      "community": 6,
+      "norm_label": "test_clean_hermes_output_fallback_without_box()",
+      "community_name": "test_server_helpers.py",
+      "id": "tests_test_server_helpers_test_clean_hermes_output_fallback_without_box"
+    },
+    {
+      "label": "test_kanban_task_path_rejects_bad_id()",
+      "file_type": "code",
+      "source_file": "tests/test_server_helpers.py",
+      "source_location": "L120",
+      "_origin": "ast",
+      "community": 6,
+      "norm_label": "test_kanban_task_path_rejects_bad_id()",
+      "community_name": "test_server_helpers.py",
+      "id": "tests_test_server_helpers_test_kanban_task_path_rejects_bad_id"
+    },
+    {
+      "label": "test_kanban_task_path_rejects_empty()",
+      "file_type": "code",
+      "source_file": "tests/test_server_helpers.py",
+      "source_location": "L125",
+      "_origin": "ast",
+      "community": 6,
+      "norm_label": "test_kanban_task_path_rejects_empty()",
+      "community_name": "test_server_helpers.py",
+      "id": "tests_test_server_helpers_test_kanban_task_path_rejects_empty"
+    },
+    {
+      "label": "test_kanban_task_path_accepts_valid_id()",
+      "file_type": "code",
+      "source_file": "tests/test_server_helpers.py",
+      "source_location": "L130",
+      "_origin": "ast",
+      "community": 6,
+      "norm_label": "test_kanban_task_path_accepts_valid_id()",
+      "community_name": "test_server_helpers.py",
+      "id": "tests_test_server_helpers_test_kanban_task_path_accepts_valid_id"
+    },
+    {
+      "label": "test_load_save_chat_history_roundtrip()",
+      "file_type": "code",
+      "source_file": "tests/test_server_helpers.py",
+      "source_location": "L136",
+      "_origin": "ast",
+      "community": 6,
+      "norm_label": "test_load_save_chat_history_roundtrip()",
+      "community_name": "test_server_helpers.py",
+      "id": "tests_test_server_helpers_test_load_save_chat_history_roundtrip"
+    },
+    {
+      "label": "test_save_chat_message_caps_at_200()",
+      "file_type": "code",
+      "source_file": "tests/test_server_helpers.py",
+      "source_location": "L142",
+      "_origin": "ast",
+      "community": 6,
+      "norm_label": "test_save_chat_message_caps_at_200()",
+      "community_name": "test_server_helpers.py",
+      "id": "tests_test_server_helpers_test_save_chat_message_caps_at_200"
+    },
+    {
+      "label": "Unit tests for the pure helper functions in ``server.py``.",
+      "file_type": "rationale",
+      "source_file": "tests/test_server_helpers.py",
+      "source_location": "L1",
+      "_origin": "ast",
+      "community": 6,
+      "norm_label": "unit tests for the pure helper functions in ``server.py``.",
+      "community_name": "test_server_helpers.py",
+      "id": "tests_test_server_helpers_rationale_1"
+    },
+    {
+      "label": "test_server_kanban.py",
+      "file_type": "code",
+      "source_file": "tests/test_server_kanban.py",
+      "source_location": "L1",
+      "_origin": "ast",
+      "community": 9,
+      "norm_label": "test_server_kanban.py",
+      "community_name": "test_server_kanban.py",
+      "id": "tests_test_server_kanban"
+    },
+    {
+      "label": "sync_threads()",
+      "file_type": "code",
+      "source_file": "tests/test_server_kanban.py",
+      "source_location": "L8",
+      "_origin": "ast",
+      "community": 9,
+      "norm_label": "sync_threads()",
+      "community_name": "test_server_kanban.py",
+      "id": "tests_test_server_kanban_sync_threads"
+    },
+    {
+      "label": "_create()",
+      "file_type": "code",
+      "source_file": "tests/test_server_kanban.py",
+      "source_location": "L24",
+      "_origin": "ast",
+      "community": 9,
+      "norm_label": "_create()",
+      "community_name": "test_server_kanban.py",
+      "id": "tests_test_server_kanban_create"
+    },
+    {
+      "label": "test_board_empty()",
+      "file_type": "code",
+      "source_file": "tests/test_server_kanban.py",
+      "source_location": "L31",
+      "_origin": "ast",
+      "community": 9,
+      "norm_label": "test_board_empty()",
+      "community_name": "test_server_kanban.py",
+      "id": "tests_test_server_kanban_test_board_empty"
+    },
+    {
+      "label": "test_create_and_get_task()",
+      "file_type": "code",
+      "source_file": "tests/test_server_kanban.py",
+      "source_location": "L37",
+      "_origin": "ast",
+      "community": 9,
+      "norm_label": "test_create_and_get_task()",
+      "community_name": "test_server_kanban.py",
+      "id": "tests_test_server_kanban_test_create_and_get_task"
+    },
+    {
+      "label": "test_get_missing_task_404()",
+      "file_type": "code",
+      "source_file": "tests/test_server_kanban.py",
+      "source_location": "L45",
+      "_origin": "ast",
+      "community": 9,
+      "norm_label": "test_get_missing_task_404()",
+      "community_name": "test_server_kanban.py",
+      "id": "tests_test_server_kanban_test_get_missing_task_404"
+    },
+    {
+      "label": "test_board_groups_by_status()",
+      "file_type": "code",
+      "source_file": "tests/test_server_kanban.py",
+      "source_location": "L49",
+      "_origin": "ast",
+      "community": 9,
+      "norm_label": "test_board_groups_by_status()",
+      "community_name": "test_server_kanban.py",
+      "id": "tests_test_server_kanban_test_board_groups_by_status"
+    },
+    {
+      "label": "test_update_task()",
+      "file_type": "code",
+      "source_file": "tests/test_server_kanban.py",
+      "source_location": "L61",
+      "_origin": "ast",
+      "community": 9,
+      "norm_label": "test_update_task()",
+      "community_name": "test_server_kanban.py",
+      "id": "tests_test_server_kanban_test_update_task"
+    },
+    {
+      "label": "test_update_missing_404()",
+      "file_type": "code",
+      "source_file": "tests/test_server_kanban.py",
+      "source_location": "L69",
+      "_origin": "ast",
+      "community": 9,
+      "norm_label": "test_update_missing_404()",
+      "community_name": "test_server_kanban.py",
+      "id": "tests_test_server_kanban_test_update_missing_404"
+    },
+    {
+      "label": "test_complete_block_unblock()",
+      "file_type": "code",
+      "source_file": "tests/test_server_kanban.py",
+      "source_location": "L73",
+      "_origin": "ast",
+      "community": 9,
+      "norm_label": "test_complete_block_unblock()",
+      "community_name": "test_server_kanban.py",
+      "id": "tests_test_server_kanban_test_complete_block_unblock"
+    },
+    {
+      "label": "test_comments()",
+      "file_type": "code",
+      "source_file": "tests/test_server_kanban.py",
+      "source_location": "L83",
+      "_origin": "ast",
+      "community": 9,
+      "norm_label": "test_comments()",
+      "community_name": "test_server_kanban.py",
+      "id": "tests_test_server_kanban_test_comments"
+    },
+    {
+      "label": "test_links_add_and_remove()",
+      "file_type": "code",
+      "source_file": "tests/test_server_kanban.py",
+      "source_location": "L89",
+      "_origin": "ast",
+      "community": 9,
+      "norm_label": "test_links_add_and_remove()",
+      "community_name": "test_server_kanban.py",
+      "id": "tests_test_server_kanban_test_links_add_and_remove"
+    },
+    {
+      "label": "test_link_missing_task_404()",
+      "file_type": "code",
+      "source_file": "tests/test_server_kanban.py",
+      "source_location": "L102",
+      "_origin": "ast",
+      "community": 9,
+      "norm_label": "test_link_missing_task_404()",
+      "community_name": "test_server_kanban.py",
+      "id": "tests_test_server_kanban_test_link_missing_task_404"
+    },
+    {
+      "label": "test_specify_moves_triage_to_todo()",
+      "file_type": "code",
+      "source_file": "tests/test_server_kanban.py",
+      "source_location": "L108",
+      "_origin": "ast",
+      "community": 9,
+      "norm_label": "test_specify_moves_triage_to_todo()",
+      "community_name": "test_server_kanban.py",
+      "id": "tests_test_server_kanban_test_specify_moves_triage_to_todo"
+    },
+    {
+      "label": "test_decompose_creates_children()",
+      "file_type": "code",
+      "source_file": "tests/test_server_kanban.py",
+      "source_location": "L113",
+      "_origin": "ast",
+      "community": 9,
+      "norm_label": "test_decompose_creates_children()",
+      "community_name": "test_server_kanban.py",
+      "id": "tests_test_server_kanban_test_decompose_creates_children"
+    },
+    {
+      "label": "test_dispatch_requires_valid_assignee()",
+      "file_type": "code",
+      "source_file": "tests/test_server_kanban.py",
+      "source_location": "L122",
+      "_origin": "ast",
+      "community": 9,
+      "norm_label": "test_dispatch_requires_valid_assignee()",
+      "community_name": "test_server_kanban.py",
+      "id": "tests_test_server_kanban_test_dispatch_requires_valid_assignee"
+    },
+    {
+      "label": "test_create_with_agent_assignee_dispatches()",
+      "file_type": "code",
+      "source_file": "tests/test_server_kanban.py",
+      "source_location": "L127",
+      "_origin": "ast",
+      "community": 9,
+      "norm_label": "test_create_with_agent_assignee_dispatches()",
+      "community_name": "test_server_kanban.py",
+      "id": "tests_test_server_kanban_test_create_with_agent_assignee_dispatches"
+    },
+    {
+      "label": "test_dispatch_failure_blocks_task()",
+      "file_type": "code",
+      "source_file": "tests/test_server_kanban.py",
+      "source_location": "L136",
+      "_origin": "ast",
+      "community": 9,
+      "norm_label": "test_dispatch_failure_blocks_task()",
+      "community_name": "test_server_kanban.py",
+      "id": "tests_test_server_kanban_test_dispatch_failure_blocks_task"
+    },
+    {
+      "label": "test_bulk_dispatch_endpoint()",
+      "file_type": "code",
+      "source_file": "tests/test_server_kanban.py",
+      "source_location": "L143",
+      "_origin": "ast",
+      "community": 9,
+      "norm_label": "test_bulk_dispatch_endpoint()",
+      "community_name": "test_server_kanban.py",
+      "id": "tests_test_server_kanban_test_bulk_dispatch_endpoint"
+    },
+    {
+      "label": "Tests for the Kanban board endpoints and autonomous dispatch logic.",
+      "file_type": "rationale",
+      "source_file": "tests/test_server_kanban.py",
+      "source_location": "L1",
+      "_origin": "ast",
+      "community": 9,
+      "norm_label": "tests for the kanban board endpoints and autonomous dispatch logic.",
+      "community_name": "test_server_kanban.py",
+      "id": "tests_test_server_kanban_rationale_1"
+    },
+    {
+      "label": "Run ``threading.Thread`` targets synchronously so dispatch is deterministic.",
+      "file_type": "rationale",
+      "source_file": "tests/test_server_kanban.py",
+      "source_location": "L9",
+      "_origin": "ast",
+      "community": 9,
+      "norm_label": "run ``threading.thread`` targets synchronously so dispatch is deterministic.",
+      "community_name": "test_server_kanban.py",
+      "id": "tests_test_server_kanban_rationale_9"
+    },
+    {
+      "label": "build-central.sh",
+      "file_type": "code",
+      "source_file": "brain/graph/build-central.sh",
+      "source_location": "L1",
+      "metadata": {
+        "language": "bash",
+        "kind": "file"
+      },
+      "_origin": "ast",
+      "community": 51,
+      "norm_label": "build-central.sh",
+      "id": "brain_graph_build_central"
+    },
+    {
+      "label": "build-central.sh script",
+      "file_type": "code",
+      "source_file": "brain/graph/build-central.sh",
+      "source_location": "L1",
+      "metadata": {
+        "language": "bash",
+        "kind": "bash_entrypoint"
+      },
+      "_origin": "ast",
+      "community": 51,
+      "norm_label": "build-central.sh script",
+      "id": "brain_graph_build_central_sh__entry"
+    }
+  ],
+  "links": [
+    {
+      "relation": "imports",
+      "context": "import",
+      "confidence": "EXTRACTED",
+      "source_file": ".agents/skills/xcode-project-setup/scripts/xcode_spm_setup/Package.swift",
+      "source_location": "L2",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "agents_skills_xcode_project_setup_scripts_xcode_spm_setup_package",
+      "target": "packagedescription"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": ".agents/skills/xcode-project-setup/scripts/xcode_spm_setup/Sources/main.swift",
+      "source_location": "L37",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "agents_skills_xcode_project_setup_scripts_xcode_spm_setup_sources_main",
+      "target": "agents_skills_xcode_project_setup_scripts_xcode_spm_setup_sources_main_addcrashlyticsrunscriptbuildphase"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": ".agents/skills/xcode-project-setup/scripts/xcode_spm_setup/Sources/main.swift",
+      "source_location": "L21",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "agents_skills_xcode_project_setup_scripts_xcode_spm_setup_sources_main",
+      "target": "agents_skills_xcode_project_setup_scripts_xcode_spm_setup_sources_main_hascrashlyticsrunscriptbuildphase"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": ".agents/skills/xcode-project-setup/scripts/xcode_spm_setup/Sources/main.swift",
+      "source_location": "L5",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "agents_skills_xcode_project_setup_scripts_xcode_spm_setup_sources_main",
+      "target": "agents_skills_xcode_project_setup_scripts_xcode_spm_setup_sources_main_isuserscriptsandboxingenabled"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": ".agents/skills/xcode-project-setup/scripts/xcode_spm_setup/Sources/main.swift",
+      "source_location": "L80",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "agents_skills_xcode_project_setup_scripts_xcode_spm_setup_sources_main",
+      "target": "agents_skills_xcode_project_setup_scripts_xcode_spm_setup_sources_main_main"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": ".agents/skills/xcode-project-setup/scripts/xcode_spm_setup/Sources/main.swift",
+      "source_location": "L68",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "agents_skills_xcode_project_setup_scripts_xcode_spm_setup_sources_main",
+      "target": "agents_skills_xcode_project_setup_scripts_xcode_spm_setup_sources_main_setdwarfwithdsymdebuginformationformat"
+    },
+    {
+      "relation": "imports",
+      "context": "import",
+      "confidence": "EXTRACTED",
+      "source_file": ".agents/skills/xcode-project-setup/scripts/xcode_spm_setup/Sources/main.swift",
+      "source_location": "L1",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "agents_skills_xcode_project_setup_scripts_xcode_spm_setup_sources_main",
+      "target": "foundation"
+    },
+    {
+      "relation": "imports",
+      "context": "import",
+      "confidence": "EXTRACTED",
+      "source_file": ".agents/skills/xcode-project-setup/scripts/xcode_spm_setup/Sources/main.swift",
+      "source_location": "L3",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "agents_skills_xcode_project_setup_scripts_xcode_spm_setup_sources_main",
+      "target": "pathkit"
+    },
+    {
+      "relation": "imports",
+      "context": "import",
+      "confidence": "EXTRACTED",
+      "source_file": ".agents/skills/xcode-project-setup/scripts/xcode_spm_setup/Sources/main.swift",
+      "source_location": "L2",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "agents_skills_xcode_project_setup_scripts_xcode_spm_setup_sources_main",
+      "target": "xcodeproj"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": ".agents/skills/xcode-project-setup/scripts/xcode_spm_setup/Sources/main.swift",
+      "source_location": "L108",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "agents_skills_xcode_project_setup_scripts_xcode_spm_setup_sources_main_main",
+      "target": "xcodeproj"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": ".agents/skills/xcode-project-setup/scripts/xcode_spm_setup/Sources/main.swift",
+      "source_location": "L51",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "agents_skills_xcode_project_setup_scripts_xcode_spm_setup_sources_main_addcrashlyticsrunscriptbuildphase",
+      "target": "agents_skills_xcode_project_setup_scripts_xcode_spm_setup_sources_main_isuserscriptsandboxingenabled"
+    },
+    {
+      "relation": "references",
+      "confidence": "EXTRACTED",
+      "source_file": ".agents/skills/xcode-project-setup/scripts/xcode_spm_setup/Sources/main.swift",
+      "source_location": "L5",
+      "weight": 1.0,
+      "context": "return_type",
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "agents_skills_xcode_project_setup_scripts_xcode_spm_setup_sources_main_isuserscriptsandboxingenabled",
+      "target": "bool"
+    },
+    {
+      "relation": "references",
+      "confidence": "EXTRACTED",
+      "source_file": ".agents/skills/xcode-project-setup/scripts/xcode_spm_setup/Sources/main.swift",
+      "source_location": "L5",
+      "weight": 1.0,
+      "context": "parameter_type",
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "agents_skills_xcode_project_setup_scripts_xcode_spm_setup_sources_main_isuserscriptsandboxingenabled",
+      "target": "pbxproj"
+    },
+    {
+      "relation": "references",
+      "confidence": "EXTRACTED",
+      "source_file": ".agents/skills/xcode-project-setup/scripts/xcode_spm_setup/Sources/main.swift",
+      "source_location": "L37",
+      "weight": 1.0,
+      "context": "parameter_type",
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "agents_skills_xcode_project_setup_scripts_xcode_spm_setup_sources_main_addcrashlyticsrunscriptbuildphase",
+      "target": "pbxproj"
+    },
+    {
+      "relation": "references",
+      "confidence": "EXTRACTED",
+      "source_file": ".agents/skills/xcode-project-setup/scripts/xcode_spm_setup/Sources/main.swift",
+      "source_location": "L21",
+      "weight": 1.0,
+      "context": "parameter_type",
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "agents_skills_xcode_project_setup_scripts_xcode_spm_setup_sources_main_hascrashlyticsrunscriptbuildphase",
+      "target": "pbxproj"
+    },
+    {
+      "relation": "references",
+      "confidence": "EXTRACTED",
+      "source_file": ".agents/skills/xcode-project-setup/scripts/xcode_spm_setup/Sources/main.swift",
+      "source_location": "L68",
+      "weight": 1.0,
+      "context": "parameter_type",
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "agents_skills_xcode_project_setup_scripts_xcode_spm_setup_sources_main_setdwarfwithdsymdebuginformationformat",
+      "target": "pbxproj"
+    },
+    {
+      "relation": "references",
+      "confidence": "EXTRACTED",
+      "source_file": ".agents/skills/xcode-project-setup/scripts/xcode_spm_setup/Sources/main.swift",
+      "source_location": "L21",
+      "weight": 1.0,
+      "context": "return_type",
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "agents_skills_xcode_project_setup_scripts_xcode_spm_setup_sources_main_hascrashlyticsrunscriptbuildphase",
+      "target": "bool"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": ".agents/skills/xcode-project-setup/scripts/xcode_spm_setup/Sources/main.swift",
+      "source_location": "L216",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "agents_skills_xcode_project_setup_scripts_xcode_spm_setup_sources_main_main",
+      "target": "agents_skills_xcode_project_setup_scripts_xcode_spm_setup_sources_main_addcrashlyticsrunscriptbuildphase"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": ".agents/skills/xcode-project-setup/scripts/xcode_spm_setup/Sources/main.swift",
+      "source_location": "L212",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "agents_skills_xcode_project_setup_scripts_xcode_spm_setup_sources_main_main",
+      "target": "agents_skills_xcode_project_setup_scripts_xcode_spm_setup_sources_main_setdwarfwithdsymdebuginformationformat"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "INFERRED",
+      "confidence_score": 0.8,
+      "source_file": ".agents/skills/xcode-project-setup/scripts/xcode_spm_setup/Sources/main.swift",
+      "source_location": "L89",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "agents_skills_xcode_project_setup_scripts_xcode_spm_setup_sources_main_main",
+      "target": "path"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "backup.sh",
+      "source_location": "L1",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "backup",
+      "target": "backup_sh__entry"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/app.js",
+      "source_location": "L65",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_app",
+      "target": "dashboard_app_capitalize"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/app.js",
+      "source_location": "L5",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_app",
+      "target": "dashboard_app_loadpage"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/app.js",
+      "source_location": "L16",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_app",
+      "target": "dashboard_app_loadscript"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/app.js",
+      "source_location": "L27",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_app",
+      "target": "dashboard_app_navigate"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/app.js",
+      "source_location": "L1",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_app",
+      "target": "dashboard_app_pagecache"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/app.js",
+      "source_location": "L67",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_app",
+      "target": "dashboard_app_updateagentstatus"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/app.js",
+      "source_location": "L8",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_app_loadpage",
+      "target": "dashboard_app_loadscript"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/app.js",
+      "source_location": "L47",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_app_navigate",
+      "target": "dashboard_app_loadpage"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/app.js",
+      "source_location": "L48",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_app_navigate",
+      "target": "dashboard_app_capitalize"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/agent-health.js",
+      "source_location": "L27",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_agent_health",
+      "target": "dashboard_pages_agent_health_loadagents"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/agent-health.js",
+      "source_location": "L174",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_agent_health",
+      "target": "dashboard_pages_agent_health_registeragent"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/agent-health.js",
+      "source_location": "L211",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_agent_health",
+      "target": "dashboard_pages_agent_health_removeagent"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/agent-health.js",
+      "source_location": "L1",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_agent_health",
+      "target": "dashboard_pages_agent_health_renderagenthealth"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/agent-health.js",
+      "source_location": "L91",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_agent_health",
+      "target": "dashboard_pages_agent_health_showaddagentmodal"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/agent-health.js",
+      "source_location": "L168",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_agent_health",
+      "target": "dashboard_pages_agent_health_updateagentform"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/agent-health.js",
+      "source_location": "L24",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_agent_health_renderagenthealth",
+      "target": "dashboard_pages_agent_health_loadagents"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/agent-health.js",
+      "source_location": "L205",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_agent_health_registeragent",
+      "target": "dashboard_pages_agent_health_loadagents"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/agent-health.js",
+      "source_location": "L216",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_agent_health_removeagent",
+      "target": "dashboard_pages_agent_health_loadagents"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/audit.js",
+      "source_location": "L34",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_audit",
+      "target": "dashboard_pages_audit_allauditentries"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/audit.js",
+      "source_location": "L48",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_audit",
+      "target": "dashboard_pages_audit_applyauditfilter"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/audit.js",
+      "source_location": "L81",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_audit",
+      "target": "dashboard_pages_audit_clearauditfilters"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/audit.js",
+      "source_location": "L36",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_audit",
+      "target": "dashboard_pages_audit_refreshaudit"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/audit.js",
+      "source_location": "L1",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_audit",
+      "target": "dashboard_pages_audit_renderaudit"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/audit.js",
+      "source_location": "L31",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_audit_renderaudit",
+      "target": "dashboard_pages_audit_refreshaudit"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/audit.js",
+      "source_location": "L42",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_audit_refreshaudit",
+      "target": "dashboard_pages_audit_applyauditfilter"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/audit.js",
+      "source_location": "L84",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_audit_clearauditfilters",
+      "target": "dashboard_pages_audit_applyauditfilter"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/backups.js",
+      "source_location": "L68",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_backups",
+      "target": "dashboard_pages_backups_confirmrestore"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/backups.js",
+      "source_location": "L46",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_backups",
+      "target": "dashboard_pages_backups_createbackup"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/backups.js",
+      "source_location": "L1",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_backups",
+      "target": "dashboard_pages_backups_renderbackups"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/backups.js",
+      "source_location": "L56",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_backups",
+      "target": "dashboard_pages_backups_restorebackup"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/backups.js",
+      "source_location": "L73",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_backups_confirmrestore",
+      "target": "dashboard_pages_backups_renderbackups"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/backups.js",
+      "source_location": "L50",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_backups_createbackup",
+      "target": "dashboard_pages_backups_renderbackups"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/backups.js",
+      "source_location": "L70",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_backups_confirmrestore",
+      "target": "dashboard_pages_backups_restorebackup"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/chat.js",
+      "source_location": "L150",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_chat",
+      "target": "dashboard_pages_chat_addchatmessage"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/chat.js",
+      "source_location": "L111",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_chat",
+      "target": "dashboard_pages_chat_autoresizetextarea"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/chat.js",
+      "source_location": "L237",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_chat",
+      "target": "dashboard_pages_chat_clearchat"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/chat.js",
+      "source_location": "L103",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_chat",
+      "target": "dashboard_pages_chat_handlechatkey"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/chat.js",
+      "source_location": "L196",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_chat",
+      "target": "dashboard_pages_chat_refreshchat"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/chat.js",
+      "source_location": "L191",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_chat",
+      "target": "dashboard_pages_chat_removetypingindicator"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/chat.js",
+      "source_location": "L1",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_chat",
+      "target": "dashboard_pages_chat_renderchat"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/chat.js",
+      "source_location": "L205",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_chat",
+      "target": "dashboard_pages_chat_renderchathistory"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/chat.js",
+      "source_location": "L85",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_chat",
+      "target": "dashboard_pages_chat_selectagent"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/chat.js",
+      "source_location": "L116",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_chat",
+      "target": "dashboard_pages_chat_sendchatmessage"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/chat.js",
+      "source_location": "L244",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_chat",
+      "target": "dashboard_pages_chat_sendquickprompt"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/chat.js",
+      "source_location": "L171",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_chat",
+      "target": "dashboard_pages_chat_showtypingindicator"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/chat.js",
+      "source_location": "L94",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_chat",
+      "target": "dashboard_pages_chat_updateagentstatustext"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/chat.js",
+      "source_location": "L82",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_chat_renderchat",
+      "target": "dashboard_pages_chat_refreshchat"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/chat.js",
+      "source_location": "L78",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_chat_renderchat",
+      "target": "dashboard_pages_chat_updateagentstatustext"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/chat.js",
+      "source_location": "L91",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_chat_selectagent",
+      "target": "dashboard_pages_chat_updateagentstatustext"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/chat.js",
+      "source_location": "L245",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_chat_sendquickprompt",
+      "target": "dashboard_pages_chat_selectagent"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/chat.js",
+      "source_location": "L108",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_chat_handlechatkey",
+      "target": "dashboard_pages_chat_autoresizetextarea"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/chat.js",
+      "source_location": "L106",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_chat_handlechatkey",
+      "target": "dashboard_pages_chat_sendchatmessage"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/chat.js",
+      "source_location": "L126",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_chat_sendchatmessage",
+      "target": "dashboard_pages_chat_addchatmessage"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/chat.js",
+      "source_location": "L137",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_chat_sendchatmessage",
+      "target": "dashboard_pages_chat_removetypingindicator"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/chat.js",
+      "source_location": "L129",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_chat_sendchatmessage",
+      "target": "dashboard_pages_chat_showtypingindicator"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/chat.js",
+      "source_location": "L247",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_chat_sendquickprompt",
+      "target": "dashboard_pages_chat_sendchatmessage"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/chat.js",
+      "source_location": "L201",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_chat_refreshchat",
+      "target": "dashboard_pages_chat_renderchathistory"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/cost.js",
+      "source_location": "L118",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_cost",
+      "target": "dashboard_pages_cost_recordtestcost"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/cost.js",
+      "source_location": "L1",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_cost",
+      "target": "dashboard_pages_cost_rendercost"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/cost.js",
+      "source_location": "L144",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_cost",
+      "target": "dashboard_pages_cost_submitcostrecord"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/cost.js",
+      "source_location": "L154",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_cost_submitcostrecord",
+      "target": "dashboard_pages_cost_rendercost"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/dashboard.js",
+      "source_location": "L130",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_dashboard",
+      "target": "dashboard_pages_dashboard_executequickrun"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/dashboard.js",
+      "source_location": "L1",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_dashboard",
+      "target": "dashboard_pages_dashboard_renderdashboard"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/dashboard.js",
+      "source_location": "L101",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_dashboard",
+      "target": "dashboard_pages_dashboard_runquickskill"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/goals.js",
+      "source_location": "L157",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_goals",
+      "target": "dashboard_pages_goals_completegoal"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/goals.js",
+      "source_location": "L129",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_goals",
+      "target": "dashboard_pages_goals_creategoal"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/goals.js",
+      "source_location": "L167",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_goals",
+      "target": "dashboard_pages_goals_deletegoal"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/goals.js",
+      "source_location": "L1",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_goals",
+      "target": "dashboard_pages_goals_rendergoals"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/goals.js",
+      "source_location": "L85",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_goals",
+      "target": "dashboard_pages_goals_showcreategoalmodal"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/goals.js",
+      "source_location": "L147",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_goals",
+      "target": "dashboard_pages_goals_updategoalprogress"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/goals.js",
+      "source_location": "L161",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_goals_completegoal",
+      "target": "dashboard_pages_goals_rendergoals"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/goals.js",
+      "source_location": "L141",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_goals_creategoal",
+      "target": "dashboard_pages_goals_rendergoals"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/goals.js",
+      "source_location": "L172",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_goals_deletegoal",
+      "target": "dashboard_pages_goals_rendergoals"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/goals.js",
+      "source_location": "L151",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_goals_updategoalprogress",
+      "target": "dashboard_pages_goals_rendergoals"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/journal.js",
+      "source_location": "L53",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_journal",
+      "target": "dashboard_pages_journal_formatdatedisplay"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/journal.js",
+      "source_location": "L104",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_journal",
+      "target": "dashboard_pages_journal_loadjournalentries"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/journal.js",
+      "source_location": "L85",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_journal",
+      "target": "dashboard_pages_journal_loadjournalentry"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/journal.js",
+      "source_location": "L3",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_journal",
+      "target": "dashboard_pages_journal_renderjournal"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/journal.js",
+      "source_location": "L66",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_journal",
+      "target": "dashboard_pages_journal_savejournalentry"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/journal.js",
+      "source_location": "L59",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_journal",
+      "target": "dashboard_pages_journal_schedulejournalsave"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/journal.js",
+      "source_location": "L142",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_journal",
+      "target": "dashboard_pages_journal_searchjournal"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/journal.js",
+      "source_location": "L40",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_journal_renderjournal",
+      "target": "dashboard_pages_journal_formatdatedisplay"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/journal.js",
+      "source_location": "L50",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_journal_renderjournal",
+      "target": "dashboard_pages_journal_loadjournalentries"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/journal.js",
+      "source_location": "L49",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_journal_renderjournal",
+      "target": "dashboard_pages_journal_loadjournalentry"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/journal.js",
+      "source_location": "L88",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_journal_loadjournalentry",
+      "target": "dashboard_pages_journal_formatdatedisplay"
+    },
+    {
+      "relation": "indirect_call",
+      "context": "argument",
+      "confidence": "INFERRED",
+      "source_file": "dashboard/pages/journal.js",
+      "source_location": "L61",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 0.5,
+      "source": "dashboard_pages_journal_schedulejournalsave",
+      "target": "dashboard_pages_journal_savejournalentry"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/journal.js",
+      "source_location": "L144",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_journal_searchjournal",
+      "target": "dashboard_pages_journal_loadjournalentries"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/learning-analytics.js",
+      "source_location": "L1",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_learning_analytics",
+      "target": "dashboard_pages_learning_analytics_renderlearninganalytics"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/memory.js",
+      "source_location": "L38",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_memory",
+      "target": "dashboard_pages_memory_editmemory"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/memory.js",
+      "source_location": "L1",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_memory",
+      "target": "dashboard_pages_memory_rendermemory"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/memory.js",
+      "source_location": "L57",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_memory",
+      "target": "dashboard_pages_memory_savememory"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/memory.js",
+      "source_location": "L63",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_memory_savememory",
+      "target": "dashboard_pages_memory_rendermemory"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/plugins.js",
+      "source_location": "L160",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_plugins",
+      "target": "dashboard_pages_plugins_addintegration"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/plugins.js",
+      "source_location": "L127",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_plugins",
+      "target": "dashboard_pages_plugins_installpluginfromrepo"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/plugins.js",
+      "source_location": "L103",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_plugins",
+      "target": "dashboard_pages_plugins_renderintegrations"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/plugins.js",
+      "source_location": "L1",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_plugins",
+      "target": "dashboard_pages_plugins_renderplugins"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/plugins.js",
+      "source_location": "L73",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_plugins",
+      "target": "dashboard_pages_plugins_renderplugintable"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/plugins.js",
+      "source_location": "L123",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_plugins",
+      "target": "dashboard_pages_plugins_showinstallplugin"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/plugins.js",
+      "source_location": "L149",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_plugins",
+      "target": "dashboard_pages_plugins_uninstallplugin"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/plugins.js",
+      "source_location": "L177",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_plugins_addintegration",
+      "target": "dashboard_pages_plugins_renderplugins"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/plugins.js",
+      "source_location": "L143",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_plugins_installpluginfromrepo",
+      "target": "dashboard_pages_plugins_renderplugins"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/plugins.js",
+      "source_location": "L67",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_plugins_renderplugins",
+      "target": "dashboard_pages_plugins_renderintegrations"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/plugins.js",
+      "source_location": "L66",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_plugins_renderplugins",
+      "target": "dashboard_pages_plugins_renderplugintable"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/plugins.js",
+      "source_location": "L154",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_plugins_uninstallplugin",
+      "target": "dashboard_pages_plugins_renderplugins"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/prompts.js",
+      "source_location": "L61",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_prompts",
+      "target": "dashboard_pages_prompts_copypromptfrommodal"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/prompts.js",
+      "source_location": "L1",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_prompts",
+      "target": "dashboard_pages_prompts_renderprompts"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/prompts.js",
+      "source_location": "L41",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_prompts",
+      "target": "dashboard_pages_prompts_viewprompt"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/scheduler.js",
+      "source_location": "L75",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_scheduler",
+      "target": "dashboard_pages_scheduler_createjob"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/scheduler.js",
+      "source_location": "L90",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_scheduler",
+      "target": "dashboard_pages_scheduler_deletejob"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/scheduler.js",
+      "source_location": "L1",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_scheduler",
+      "target": "dashboard_pages_scheduler_renderscheduler"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/scheduler.js",
+      "source_location": "L48",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_scheduler",
+      "target": "dashboard_pages_scheduler_showaddjob"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/scheduler.js",
+      "source_location": "L84",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_scheduler_createjob",
+      "target": "dashboard_pages_scheduler_renderscheduler"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/scheduler.js",
+      "source_location": "L95",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_scheduler_deletejob",
+      "target": "dashboard_pages_scheduler_renderscheduler"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/session-replay.js",
+      "source_location": "L83",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_session_replay",
+      "target": "dashboard_pages_session_replay_formatsize"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/session-replay.js",
+      "source_location": "L1",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_session_replay",
+      "target": "dashboard_pages_session_replay_rendersessionreplay"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/session-replay.js",
+      "source_location": "L47",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_session_replay",
+      "target": "dashboard_pages_session_replay_replaysession"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/session-replay.js",
+      "source_location": "L34",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_session_replay_rendersessionreplay",
+      "target": "dashboard_pages_session_replay_formatsize"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/settings.js",
+      "source_location": "L167",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_settings",
+      "target": "dashboard_pages_settings_confirmreset"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/settings.js",
+      "source_location": "L1",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_settings",
+      "target": "dashboard_pages_settings_rendersettings"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/settings.js",
+      "source_location": "L156",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_settings",
+      "target": "dashboard_pages_settings_resetsettings"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/settings.js",
+      "source_location": "L121",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_settings",
+      "target": "dashboard_pages_settings_saveallsettings"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/settings.js",
+      "source_location": "L114",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_settings",
+      "target": "dashboard_pages_settings_toggleagent"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/settings.js",
+      "source_location": "L179",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_settings_confirmreset",
+      "target": "dashboard_pages_settings_rendersettings"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/setup-wizard.js",
+      "source_location": "L125",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_setup_wizard",
+      "target": "dashboard_pages_setup_wizard_finishsetup"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/setup-wizard.js",
+      "source_location": "L116",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_setup_wizard",
+      "target": "dashboard_pages_setup_wizard_nextwizardstep"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/setup-wizard.js",
+      "source_location": "L121",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_setup_wizard",
+      "target": "dashboard_pages_setup_wizard_prevwizardstep"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/setup-wizard.js",
+      "source_location": "L9",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_setup_wizard",
+      "target": "dashboard_pages_setup_wizard_rendersetupwizard"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/setup-wizard.js",
+      "source_location": "L26",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_setup_wizard",
+      "target": "dashboard_pages_setup_wizard_renderwizardstep"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/setup-wizard.js",
+      "source_location": "L2",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_setup_wizard",
+      "target": "dashboard_pages_setup_wizard_setupsteps"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/setup-wizard.js",
+      "source_location": "L23",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_setup_wizard_rendersetupwizard",
+      "target": "dashboard_pages_setup_wizard_renderwizardstep"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/setup-wizard.js",
+      "source_location": "L117",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_setup_wizard_nextwizardstep",
+      "target": "dashboard_pages_setup_wizard_renderwizardstep"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/setup-wizard.js",
+      "source_location": "L122",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_setup_wizard_prevwizardstep",
+      "target": "dashboard_pages_setup_wizard_renderwizardstep"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/setup-wizard.js",
+      "source_location": "L30",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_setup_wizard_renderwizardstep",
+      "target": "dashboard_pages_setup_wizard_finishsetup"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/setup-wizard.js",
+      "source_location": "L118",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_setup_wizard_nextwizardstep",
+      "target": "dashboard_pages_setup_wizard_finishsetup"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/smart-router.js",
+      "source_location": "L57",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_smart_router",
+      "target": "dashboard_pages_smart_router_loadrouteragents"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/smart-router.js",
+      "source_location": "L14",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_smart_router",
+      "target": "dashboard_pages_smart_router_rendersmartrouter"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/smart-router.js",
+      "source_location": "L2",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_smart_router",
+      "target": "dashboard_pages_smart_router_router_agent_meta"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/smart-router.js",
+      "source_location": "L10",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_smart_router",
+      "target": "dashboard_pages_smart_router_routeragentmeta"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/smart-router.js",
+      "source_location": "L141",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_smart_router",
+      "target": "dashboard_pages_smart_router_routetask"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/smart-router.js",
+      "source_location": "L93",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_smart_router",
+      "target": "dashboard_pages_smart_router_suggestrouter"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/smart-router.js",
+      "source_location": "L73",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_smart_router_loadrouteragents",
+      "target": "dashboard_pages_smart_router_routeragentmeta"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/smart-router.js",
+      "source_location": "L52",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_smart_router_rendersmartrouter",
+      "target": "dashboard_pages_smart_router_loadrouteragents"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/standards.js",
+      "source_location": "L1",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_standards",
+      "target": "dashboard_pages_standards_renderstandards"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/standards.js",
+      "source_location": "L58",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_standards",
+      "target": "dashboard_pages_standards_rundiscovery"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/standards.js",
+      "source_location": "L43",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_standards",
+      "target": "dashboard_pages_standards_viewstandard"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "restore.sh",
+      "source_location": "L1",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "restore",
+      "target": "restore_sh__entry"
+    },
+    {
+      "relation": "references",
+      "context": "parameter_type",
+      "confidence": "EXTRACTED",
+      "source_file": "scheduler/scheduler.py",
+      "source_location": "L133",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "scheduler_scheduler_load_jobs",
+      "target": "backgroundscheduler"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "scheduler/scheduler.py",
+      "source_location": "L167",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "scheduler_scheduler_main",
+      "target": "backgroundscheduler"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "scripts/update-api-docs.py",
+      "source_location": "L14",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "scripts_update_api_docs",
+      "target": "scripts_update_api_docs_extract_endpoints"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "scripts/update-api-docs.py",
+      "source_location": "L32",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "scripts_update_api_docs",
+      "target": "scripts_update_api_docs_generate_api_table"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "scripts/update-api-docs.py",
+      "source_location": "L55",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "scripts_update_api_docs",
+      "target": "scripts_update_api_docs_update_docs"
+    },
+    {
+      "relation": "rationale_for",
+      "confidence": "EXTRACTED",
+      "source_file": "scripts/update-api-docs.py",
+      "source_location": "L15",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "scripts_update_api_docs_rationale_15",
+      "target": "scripts_update_api_docs_extract_endpoints"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "scripts/update-api-docs.py",
+      "source_location": "L57",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "scripts_update_api_docs_update_docs",
+      "target": "scripts_update_api_docs_extract_endpoints"
+    },
+    {
+      "relation": "rationale_for",
+      "confidence": "EXTRACTED",
+      "source_file": "scripts/update-api-docs.py",
+      "source_location": "L33",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "scripts_update_api_docs_rationale_33",
+      "target": "scripts_update_api_docs_generate_api_table"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "scripts/update-api-docs.py",
+      "source_location": "L58",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "scripts_update_api_docs_update_docs",
+      "target": "scripts_update_api_docs_generate_api_table"
+    },
+    {
+      "relation": "rationale_for",
+      "confidence": "EXTRACTED",
+      "source_file": "scripts/update-api-docs.py",
+      "source_location": "L56",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "scripts_update_api_docs_rationale_56",
+      "target": "scripts_update_api_docs_update_docs"
+    },
+    {
+      "relation": "inherits",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2263",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_agentregisterrequest",
+      "target": "basemodel"
+    },
+    {
+      "relation": "inherits",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L122",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_backuprestorerequest",
+      "target": "basemodel"
+    },
+    {
+      "relation": "inherits",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L89",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_brainupdate",
+      "target": "basemodel"
+    },
+    {
+      "relation": "inherits",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L125",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_chatrequest",
+      "target": "basemodel"
+    },
+    {
+      "relation": "inherits",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1726",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_goalcreate",
+      "target": "basemodel"
+    },
+    {
+      "relation": "inherits",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1732",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_goalupdate",
+      "target": "basemodel"
+    },
+    {
+      "relation": "inherits",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1740",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_journalsave",
+      "target": "basemodel"
+    },
+    {
+      "relation": "inherits",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1716",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_kanbanblock",
+      "target": "basemodel"
+    },
+    {
+      "relation": "inherits",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1719",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_kanbancommentcreate",
+      "target": "basemodel"
+    },
+    {
+      "relation": "inherits",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1713",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_kanbancomplete",
+      "target": "basemodel"
+    },
+    {
+      "relation": "inherits",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1722",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_kanbanlinkcreate",
+      "target": "basemodel"
+    },
+    {
+      "relation": "inherits",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1699",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_kanbantaskcreate",
+      "target": "basemodel"
+    },
+    {
+      "relation": "inherits",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1706",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_kanbantaskupdate",
+      "target": "basemodel"
+    },
+    {
+      "relation": "inherits",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L96",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_orchestraterequest",
+      "target": "basemodel"
+    },
+    {
+      "relation": "inherits",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1746",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_routerroute",
+      "target": "basemodel"
+    },
+    {
+      "relation": "inherits",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1743",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_routersuggest",
+      "target": "basemodel"
+    },
+    {
+      "relation": "inherits",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L113",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_schedulejobrequest",
+      "target": "basemodel"
+    },
+    {
+      "relation": "inherits",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L119",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_settingsupdate",
+      "target": "basemodel"
+    },
+    {
+      "relation": "inherits",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L110",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_skillcontextfilewrite",
+      "target": "basemodel"
+    },
+    {
+      "relation": "inherits",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L103",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_skillcreate",
+      "target": "basemodel"
+    },
+    {
+      "relation": "inherits",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L92",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_skillrunrequest",
+      "target": "basemodel"
+    },
+    {
+      "relation": "inherits",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L107",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_skillupdate",
+      "target": "basemodel"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "brain-cli.py",
+      "source_location": "L20",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "brain_cli",
+      "target": "brain_cli_main"
+    },
+    {
+      "relation": "imports",
+      "context": "import",
+      "confidence": "EXTRACTED",
+      "source_file": "brain-cli.py",
+      "source_location": "L17",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "brain_cli",
+      "target": "brain_core_brain_index"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "brain-core/brain_index.py",
+      "source_location": "L33",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "brain_core_brain_index",
+      "target": "brain_core_brain_index_doc_id"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "brain-core/brain_index.py",
+      "source_location": "L43",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "brain_core_brain_index",
+      "target": "brain_core_brain_index_get_conn"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "brain-core/brain_index.py",
+      "source_location": "L198",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "brain_core_brain_index",
+      "target": "brain_core_brain_index_ingest_all"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "brain-core/brain_index.py",
+      "source_location": "L113",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "brain_core_brain_index",
+      "target": "brain_core_brain_index_ingest_brain"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "brain-core/brain_index.py",
+      "source_location": "L143",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "brain_core_brain_index",
+      "target": "brain_core_brain_index_ingest_chat"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "brain-core/brain_index.py",
+      "source_location": "L171",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "brain_core_brain_index",
+      "target": "brain_core_brain_index_ingest_orchestration"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "brain-core/brain_index.py",
+      "source_location": "L127",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "brain_core_brain_index",
+      "target": "brain_core_brain_index_ingest_skill_learnings"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "brain-core/brain_index.py",
+      "source_location": "L38",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "brain_core_brain_index",
+      "target": "brain_core_brain_index_now_iso"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "brain-core/brain_index.py",
+      "source_location": "L231",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "brain_core_brain_index",
+      "target": "brain_core_brain_index_row_to_dict"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "brain-core/brain_index.py",
+      "source_location": "L209",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "brain_core_brain_index",
+      "target": "brain_core_brain_index_search"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "brain-core/brain_index.py",
+      "source_location": "L237",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "brain_core_brain_index",
+      "target": "brain_core_brain_index_snippet"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "brain-core/brain_index.py",
+      "source_location": "L250",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "brain_core_brain_index",
+      "target": "brain_core_brain_index_stats"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "brain-core/brain_index.py",
+      "source_location": "L77",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "brain_core_brain_index",
+      "target": "brain_core_brain_index_upsert_doc"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "brain-core/brain_index.py",
+      "source_location": "L105",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "brain_core_brain_index",
+      "target": "brain_core_brain_index_walk_markdown"
+    },
+    {
+      "relation": "rationale_for",
+      "confidence": "EXTRACTED",
+      "source_file": "brain-core/brain_index.py",
+      "source_location": "L1",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "brain_core_brain_index_rationale_1",
+      "target": "brain_core_brain_index"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "brain-core/brain_index.py",
+      "source_location": "L80",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "brain_core_brain_index_upsert_doc",
+      "target": "brain_core_brain_index_doc_id"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "brain-core/brain_index.py",
+      "source_location": "L81",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "brain_core_brain_index_upsert_doc",
+      "target": "brain_core_brain_index_now_iso"
+    },
+    {
+      "relation": "references",
+      "context": "parameter_type",
+      "confidence": "EXTRACTED",
+      "source_file": "brain-core/brain_index.py",
+      "source_location": "L43",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "brain_core_brain_index_get_conn",
+      "target": "brain_core_brain_index_py_path"
+    },
+    {
+      "relation": "references",
+      "context": "return_type",
+      "confidence": "EXTRACTED",
+      "source_file": "brain-core/brain_index.py",
+      "source_location": "L43",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "brain_core_brain_index_get_conn",
+      "target": "connection"
+    },
+    {
+      "relation": "references",
+      "context": "parameter_type",
+      "confidence": "EXTRACTED",
+      "source_file": "brain-core/brain_index.py",
+      "source_location": "L113",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "brain_core_brain_index_ingest_brain",
+      "target": "brain_core_brain_index_py_path"
+    },
+    {
+      "relation": "references",
+      "context": "parameter_type",
+      "confidence": "EXTRACTED",
+      "source_file": "brain-core/brain_index.py",
+      "source_location": "L143",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "brain_core_brain_index_ingest_chat",
+      "target": "brain_core_brain_index_py_path"
+    },
+    {
+      "relation": "references",
+      "context": "parameter_type",
+      "confidence": "EXTRACTED",
+      "source_file": "brain-core/brain_index.py",
+      "source_location": "L171",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "brain_core_brain_index_ingest_orchestration",
+      "target": "brain_core_brain_index_py_path"
+    },
+    {
+      "relation": "references",
+      "context": "parameter_type",
+      "confidence": "EXTRACTED",
+      "source_file": "brain-core/brain_index.py",
+      "source_location": "L127",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "brain_core_brain_index_ingest_skill_learnings",
+      "target": "brain_core_brain_index_py_path"
+    },
+    {
+      "relation": "references",
+      "context": "generic_arg",
+      "confidence": "EXTRACTED",
+      "source_file": "brain-core/brain_index.py",
+      "source_location": "L105",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "brain_core_brain_index_walk_markdown",
+      "target": "brain_core_brain_index_py_path"
+    },
+    {
+      "relation": "references",
+      "context": "parameter_type",
+      "confidence": "EXTRACTED",
+      "source_file": "brain-core/brain_index.py",
+      "source_location": "L198",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "brain_core_brain_index_ingest_all",
+      "target": "connection"
+    },
+    {
+      "relation": "references",
+      "context": "parameter_type",
+      "confidence": "EXTRACTED",
+      "source_file": "brain-core/brain_index.py",
+      "source_location": "L113",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "brain_core_brain_index_ingest_brain",
+      "target": "connection"
+    },
+    {
+      "relation": "references",
+      "context": "parameter_type",
+      "confidence": "EXTRACTED",
+      "source_file": "brain-core/brain_index.py",
+      "source_location": "L143",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "brain_core_brain_index_ingest_chat",
+      "target": "connection"
+    },
+    {
+      "relation": "references",
+      "context": "parameter_type",
+      "confidence": "EXTRACTED",
+      "source_file": "brain-core/brain_index.py",
+      "source_location": "L171",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "brain_core_brain_index_ingest_orchestration",
+      "target": "connection"
+    },
+    {
+      "relation": "references",
+      "context": "parameter_type",
+      "confidence": "EXTRACTED",
+      "source_file": "brain-core/brain_index.py",
+      "source_location": "L127",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "brain_core_brain_index_ingest_skill_learnings",
+      "target": "connection"
+    },
+    {
+      "relation": "references",
+      "context": "parameter_type",
+      "confidence": "EXTRACTED",
+      "source_file": "brain-core/brain_index.py",
+      "source_location": "L209",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "brain_core_brain_index_search",
+      "target": "connection"
+    },
+    {
+      "relation": "references",
+      "context": "parameter_type",
+      "confidence": "EXTRACTED",
+      "source_file": "brain-core/brain_index.py",
+      "source_location": "L250",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "brain_core_brain_index_stats",
+      "target": "connection"
+    },
+    {
+      "relation": "references",
+      "context": "parameter_type",
+      "confidence": "EXTRACTED",
+      "source_file": "brain-core/brain_index.py",
+      "source_location": "L77",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "brain_core_brain_index_upsert_doc",
+      "target": "connection"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "brain-core/brain_index.py",
+      "source_location": "L121",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "brain_core_brain_index_ingest_brain",
+      "target": "brain_core_brain_index_upsert_doc"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "brain-core/brain_index.py",
+      "source_location": "L164",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "brain_core_brain_index_ingest_chat",
+      "target": "brain_core_brain_index_upsert_doc"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "brain-core/brain_index.py",
+      "source_location": "L190",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "brain_core_brain_index_ingest_orchestration",
+      "target": "brain_core_brain_index_upsert_doc"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "brain-core/brain_index.py",
+      "source_location": "L136",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "brain_core_brain_index_ingest_skill_learnings",
+      "target": "brain_core_brain_index_upsert_doc"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "brain-core/brain_index.py",
+      "source_location": "L118",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "brain_core_brain_index_ingest_brain",
+      "target": "brain_core_brain_index_walk_markdown"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "brain-core/brain_index.py",
+      "source_location": "L200",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "brain_core_brain_index_ingest_all",
+      "target": "brain_core_brain_index_ingest_brain"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "brain-core/brain_index.py",
+      "source_location": "L201",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "brain_core_brain_index_ingest_all",
+      "target": "brain_core_brain_index_ingest_skill_learnings"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "brain-core/brain_index.py",
+      "source_location": "L202",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "brain_core_brain_index_ingest_all",
+      "target": "brain_core_brain_index_ingest_chat"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "brain-core/brain_index.py",
+      "source_location": "L203",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "brain_core_brain_index_ingest_all",
+      "target": "brain_core_brain_index_ingest_orchestration"
+    },
+    {
+      "relation": "rationale_for",
+      "confidence": "EXTRACTED",
+      "source_file": "brain-core/brain_index.py",
+      "source_location": "L172",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "brain_core_brain_index_rationale_172",
+      "target": "brain_core_brain_index_ingest_orchestration"
+    },
+    {
+      "relation": "rationale_for",
+      "confidence": "EXTRACTED",
+      "source_file": "brain-core/brain_index.py",
+      "source_location": "L211",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "brain_core_brain_index_rationale_211",
+      "target": "brain_core_brain_index_search"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "brain-core/brain_index.py",
+      "source_location": "L228",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "brain_core_brain_index_search",
+      "target": "brain_core_brain_index_row_to_dict"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "brain-core/brain_index.py",
+      "source_location": "L233",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "brain_core_brain_index_row_to_dict",
+      "target": "brain_core_brain_index_snippet"
+    },
+    {
+      "relation": "references",
+      "context": "parameter_type",
+      "confidence": "EXTRACTED",
+      "source_file": "brain-core/brain_index.py",
+      "source_location": "L231",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "brain_core_brain_index_row_to_dict",
+      "target": "row"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "brain/graph/link-project.sh",
+      "source_location": "L1",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "brain_graph_link_project",
+      "target": "brain_graph_link_project_sh__entry"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "brain/graph/serve-brain.sh",
+      "source_location": "L1",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "brain_graph_serve_brain",
+      "target": "brain_graph_serve_brain_sh__entry"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/api.js",
+      "source_location": "L1",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_api",
+      "target": "dashboard_api_api"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/agent-insights.js",
+      "source_location": "L16",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_agent_insights",
+      "target": "dashboard_pages_agent_insights_agentcolor"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/agent-insights.js",
+      "source_location": "L25",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_agent_insights",
+      "target": "dashboard_pages_agent_insights_charts"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/agent-insights.js",
+      "source_location": "L26",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_agent_insights",
+      "target": "dashboard_pages_agent_insights_destroycharts"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/agent-insights.js",
+      "source_location": "L6",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_agent_insights",
+      "target": "dashboard_pages_agent_insights_fmtduration"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/agent-insights.js",
+      "source_location": "L190",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_agent_insights",
+      "target": "dashboard_pages_agent_insights_recomputeandrenderinsights"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/agent-insights.js",
+      "source_location": "L31",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_agent_insights",
+      "target": "dashboard_pages_agent_insights_renderagentinsights"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/agent-insights.js",
+      "source_location": "L65",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_agent_insights_renderagentinsights",
+      "target": "dashboard_pages_agent_insights_fmtduration"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/agent-insights.js",
+      "source_location": "L110",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_agent_insights_renderagentinsights",
+      "target": "dashboard_pages_agent_insights_agentcolor"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/agent-insights.js",
+      "source_location": "L192",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_agent_insights_recomputeandrenderinsights",
+      "target": "dashboard_pages_agent_insights_renderagentinsights"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/agent-time.js",
+      "source_location": "L24",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_agent_time",
+      "target": "dashboard_pages_agent_time_agentcolor"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/agent-time.js",
+      "source_location": "L5",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_agent_time",
+      "target": "dashboard_pages_agent_time_fmtduration"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/agent-time.js",
+      "source_location": "L15",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_agent_time",
+      "target": "dashboard_pages_agent_time_fmthms"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/agent-time.js",
+      "source_location": "L64",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_agent_time",
+      "target": "dashboard_pages_agent_time_loadagenttime"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/agent-time.js",
+      "source_location": "L162",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_agent_time",
+      "target": "dashboard_pages_agent_time_recomputeagenttime"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/agent-time.js",
+      "source_location": "L39",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_agent_time",
+      "target": "dashboard_pages_agent_time_renderagenttime"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/agent-time.js",
+      "source_location": "L123",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_agent_time_loadagenttime",
+      "target": "dashboard_pages_agent_time_fmtduration"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/agent-time.js",
+      "source_location": "L126",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_agent_time_loadagenttime",
+      "target": "dashboard_pages_agent_time_agentcolor"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/agent-time.js",
+      "source_location": "L61",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_agent_time_renderagenttime",
+      "target": "dashboard_pages_agent_time_loadagenttime"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/agent-time.js",
+      "source_location": "L169",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_agent_time_recomputeagenttime",
+      "target": "dashboard_pages_agent_time_loadagenttime"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/brain-search.js",
+      "source_location": "L74",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_brain_search",
+      "target": "dashboard_pages_brain_search_brainsearchingest"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/brain-search.js",
+      "source_location": "L42",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_brain_search",
+      "target": "dashboard_pages_brain_search_brainsearchrun"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/brain-search.js",
+      "source_location": "L4",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_brain_search",
+      "target": "dashboard_pages_brain_search_renderbrainsearch"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/kanban.js",
+      "source_location": "L312",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_kanban",
+      "target": "dashboard_pages_kanban_blockkanbantask"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/kanban.js",
+      "source_location": "L220",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_kanban",
+      "target": "dashboard_pages_kanban_closekanbandetailmodal"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/kanban.js",
+      "source_location": "L301",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_kanban",
+      "target": "dashboard_pages_kanban_completekanbantask"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/kanban.js",
+      "source_location": "L180",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_kanban",
+      "target": "dashboard_pages_kanban_createkanbantask"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/kanban.js",
+      "source_location": "L334",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_kanban",
+      "target": "dashboard_pages_kanban_deletekanbantask"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/kanban.js",
+      "source_location": "L289",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_kanban",
+      "target": "dashboard_pages_kanban_dispatchkanbantask"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/kanban.js",
+      "source_location": "L346",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_kanban",
+      "target": "dashboard_pages_kanban_filterkanbantasks"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/kanban.js",
+      "source_location": "L3",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_kanban",
+      "target": "dashboard_pages_kanban_getallkanbantasks"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/kanban.js",
+      "source_location": "L218",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_kanban",
+      "target": "dashboard_pages_kanban_kanban_agents"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/kanban.js",
+      "source_location": "L44",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_kanban",
+      "target": "dashboard_pages_kanban_loadkanbandata"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/kanban.js",
+      "source_location": "L202",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_kanban",
+      "target": "dashboard_pages_kanban_onkanbandrag"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/kanban.js",
+      "source_location": "L206",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_kanban",
+      "target": "dashboard_pages_kanban_onkanbandrop"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/kanban.js",
+      "source_location": "L7",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_kanban",
+      "target": "dashboard_pages_kanban_renderkanban"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/kanban.js",
+      "source_location": "L55",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_kanban",
+      "target": "dashboard_pages_kanban_renderkanbanboard"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/kanban.js",
+      "source_location": "L246",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_kanban",
+      "target": "dashboard_pages_kanban_renderkanbandetailmodal"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/kanban.js",
+      "source_location": "L102",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_kanban",
+      "target": "dashboard_pages_kanban_showaddkanbantask"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/kanban.js",
+      "source_location": "L225",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_kanban",
+      "target": "dashboard_pages_kanban_showkanbandetail"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/kanban.js",
+      "source_location": "L323",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_kanban",
+      "target": "dashboard_pages_kanban_unblockkanbantask"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/kanban.js",
+      "source_location": "L294",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_kanban_dispatchkanbantask",
+      "target": "dashboard_pages_kanban_getallkanbantasks"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/kanban.js",
+      "source_location": "L60",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_kanban_renderkanbanboard",
+      "target": "dashboard_pages_kanban_getallkanbantasks"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/kanban.js",
+      "source_location": "L226",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_kanban_showkanbandetail",
+      "target": "dashboard_pages_kanban_getallkanbantasks"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/kanban.js",
+      "source_location": "L316",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_kanban_blockkanbantask",
+      "target": "dashboard_pages_kanban_renderkanban"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/kanban.js",
+      "source_location": "L305",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_kanban_completekanbantask",
+      "target": "dashboard_pages_kanban_renderkanban"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/kanban.js",
+      "source_location": "L195",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_kanban_createkanbantask",
+      "target": "dashboard_pages_kanban_renderkanban"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/kanban.js",
+      "source_location": "L339",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_kanban_deletekanbantask",
+      "target": "dashboard_pages_kanban_renderkanban"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/kanban.js",
+      "source_location": "L212",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_kanban_onkanbandrop",
+      "target": "dashboard_pages_kanban_renderkanban"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/kanban.js",
+      "source_location": "L41",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_kanban_renderkanban",
+      "target": "dashboard_pages_kanban_loadkanbandata"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/kanban.js",
+      "source_location": "L238",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_kanban_showkanbandetail",
+      "target": "dashboard_pages_kanban_renderkanban"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/kanban.js",
+      "source_location": "L327",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_kanban_unblockkanbantask",
+      "target": "dashboard_pages_kanban_renderkanban"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/kanban.js",
+      "source_location": "L293",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_kanban_dispatchkanbantask",
+      "target": "dashboard_pages_kanban_loadkanbandata"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/kanban.js",
+      "source_location": "L48",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_kanban_loadkanbandata",
+      "target": "dashboard_pages_kanban_renderkanbanboard"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/kanban.js",
+      "source_location": "L347",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_kanban_filterkanbantasks",
+      "target": "dashboard_pages_kanban_renderkanbanboard"
+    },
+    {
+      "relation": "references",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "confidence_score": 1.0,
+      "source_file": "dashboard/pages/kanban.js",
+      "source_location": "L248",
+      "weight": 1.0,
+      "_origin": "ast",
+      "source": "dashboard_pages_kanban_renderkanbandetailmodal",
+      "target": "dashboard_pages_kanban_kanban_agents"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/kanban.js",
+      "source_location": "L295",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_kanban_dispatchkanbantask",
+      "target": "dashboard_pages_kanban_showkanbandetail"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/kanban.js",
+      "source_location": "L228",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_kanban_showkanbandetail",
+      "target": "dashboard_pages_kanban_renderkanbandetailmodal"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/orchestration.js",
+      "source_location": "L36",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_orchestration",
+      "target": "dashboard_pages_orchestration_orchloadruns"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/orchestration.js",
+      "source_location": "L55",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_orchestration",
+      "target": "dashboard_pages_orchestration_orchrun"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/orchestration.js",
+      "source_location": "L3",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_orchestration",
+      "target": "dashboard_pages_orchestration_renderorchestration"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/orchestration.js",
+      "source_location": "L33",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_orchestration_renderorchestration",
+      "target": "dashboard_pages_orchestration_orchloadruns"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/orchestration.js",
+      "source_location": "L86",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_orchestration_orchrun",
+      "target": "dashboard_pages_orchestration_orchloadruns"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/skills.js",
+      "source_location": "L270",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_skills",
+      "target": "dashboard_pages_skills_addskillcontextfile"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/skills.js",
+      "source_location": "L152",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_skills",
+      "target": "dashboard_pages_skills_backtoskills"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/skills.js",
+      "source_location": "L326",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_skills",
+      "target": "dashboard_pages_skills_deleteskillcontextfile"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/skills.js",
+      "source_location": "L300",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_skills",
+      "target": "dashboard_pages_skills_editskillcontextfile"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/skills.js",
+      "source_location": "L247",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_skills",
+      "target": "dashboard_pages_skills_editskillmd"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/skills.js",
+      "source_location": "L182",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_skills",
+      "target": "dashboard_pages_skills_executeskillrun"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/skills.js",
+      "source_location": "L77",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_skills",
+      "target": "dashboard_pages_skills_filterskills"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/skills.js",
+      "source_location": "L159",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_skills",
+      "target": "dashboard_pages_skills_quickrunskill"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/skills.js",
+      "source_location": "L31",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_skills",
+      "target": "dashboard_pages_skills_renderskillgrid"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/skills.js",
+      "source_location": "L1",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_skills",
+      "target": "dashboard_pages_skills_renderskills"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/skills.js",
+      "source_location": "L314",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_skills",
+      "target": "dashboard_pages_skills_saveskillcontextfile"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/skills.js",
+      "source_location": "L259",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_skills",
+      "target": "dashboard_pages_skills_saveskillmd"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/skills.js",
+      "source_location": "L215",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_skills",
+      "target": "dashboard_pages_skills_showaddskill"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/skills.js",
+      "source_location": "L83",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_skills",
+      "target": "dashboard_pages_skills_showskilldetail"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/skills.js",
+      "source_location": "L286",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_skills",
+      "target": "dashboard_pages_skills_submitnewcontextfile"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/skills.js",
+      "source_location": "L232",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_skills",
+      "target": "dashboard_pages_skills_submitnewskill"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/skills.js",
+      "source_location": "L58",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_skills",
+      "target": "dashboard_pages_skills_switchskillview"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/skills.js",
+      "source_location": "L25",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_skills_renderskills",
+      "target": "dashboard_pages_skills_renderskillgrid"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/skills.js",
+      "source_location": "L240",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_skills_submitnewskill",
+      "target": "dashboard_pages_skills_renderskills"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/skills.js",
+      "source_location": "L80",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_skills_filterskills",
+      "target": "dashboard_pages_skills_renderskillgrid"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/skills.js",
+      "source_location": "L73",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_skills_switchskillview",
+      "target": "dashboard_pages_skills_renderskillgrid"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/skills.js",
+      "source_location": "L331",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_skills_deleteskillcontextfile",
+      "target": "dashboard_pages_skills_showskilldetail"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/skills.js",
+      "source_location": "L320",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_skills_saveskillcontextfile",
+      "target": "dashboard_pages_skills_showskilldetail"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/skills.js",
+      "source_location": "L264",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_skills_saveskillmd",
+      "target": "dashboard_pages_skills_showskilldetail"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/skills.js",
+      "source_location": "L294",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_skills_submitnewcontextfile",
+      "target": "dashboard_pages_skills_showskilldetail"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/skills.js",
+      "source_location": "L241",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_skills_submitnewskill",
+      "target": "dashboard_pages_skills_showskilldetail"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/terminal.js",
+      "source_location": "L1",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_terminal",
+      "target": "dashboard_pages_terminal_renderterminal"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/terminal.js",
+      "source_location": "L150",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_terminal",
+      "target": "dashboard_pages_terminal_terminalclear"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/terminal.js",
+      "source_location": "L144",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_terminal",
+      "target": "dashboard_pages_terminal_terminalreconnect"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/pages/terminal.js",
+      "source_location": "L147",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_pages_terminal_terminalreconnect",
+      "target": "dashboard_pages_terminal_renderterminal"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/serve_monitor.py",
+      "source_location": "L100",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_serve_monitor",
+      "target": "dashboard_serve_monitor_handler"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/serve_monitor.py",
+      "source_location": "L137",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_serve_monitor",
+      "target": "dashboard_serve_monitor_main"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/serve_monitor.py",
+      "source_location": "L35",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_serve_monitor",
+      "target": "dashboard_serve_monitor_run_analyzer"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/serve_monitor.py",
+      "source_location": "L56",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_serve_monitor",
+      "target": "dashboard_serve_monitor_sync_mnemoverse"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/serve_monitor.py",
+      "source_location": "L124",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_serve_monitor_handler_do_post",
+      "target": "dashboard_serve_monitor_run_analyzer"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/serve_monitor.py",
+      "source_location": "L146",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_serve_monitor_main",
+      "target": "dashboard_serve_monitor_run_analyzer"
+    },
+    {
+      "relation": "rationale_for",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/serve_monitor.py",
+      "source_location": "L36",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_serve_monitor_rationale_36",
+      "target": "dashboard_serve_monitor_run_analyzer"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/serve_monitor.py",
+      "source_location": "L128",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_serve_monitor_handler_do_post",
+      "target": "dashboard_serve_monitor_sync_mnemoverse"
+    },
+    {
+      "relation": "rationale_for",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/serve_monitor.py",
+      "source_location": "L57",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_serve_monitor_rationale_57",
+      "target": "dashboard_serve_monitor_sync_mnemoverse"
+    },
+    {
+      "relation": "method",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/serve_monitor.py",
+      "source_location": "L113",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_serve_monitor_handler",
+      "target": "dashboard_serve_monitor_handler_do_get"
+    },
+    {
+      "relation": "method",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/serve_monitor.py",
+      "source_location": "L122",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_serve_monitor_handler",
+      "target": "dashboard_serve_monitor_handler_do_post"
+    },
+    {
+      "relation": "method",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/serve_monitor.py",
+      "source_location": "L101",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_serve_monitor_handler",
+      "target": "dashboard_serve_monitor_handler_init"
+    },
+    {
+      "relation": "method",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/serve_monitor.py",
+      "source_location": "L133",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_serve_monitor_handler",
+      "target": "dashboard_serve_monitor_handler_log_message"
+    },
+    {
+      "relation": "method",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/serve_monitor.py",
+      "source_location": "L104",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_serve_monitor_handler",
+      "target": "dashboard_serve_monitor_handler_send_json"
+    },
+    {
+      "relation": "inherits",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/serve_monitor.py",
+      "source_location": "L100",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_serve_monitor_handler",
+      "target": "simplehttprequesthandler"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/serve_monitor.py",
+      "source_location": "L125",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_serve_monitor_handler_do_post",
+      "target": "dashboard_serve_monitor_handler_send_json"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/start-monitor.sh",
+      "source_location": "L1",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_start_monitor",
+      "target": "dashboard_start_monitor_sh__entry"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/utils.js",
+      "source_location": "L97",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_utils",
+      "target": "dashboard_utils_closemodal"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/utils.js",
+      "source_location": "L11",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_utils",
+      "target": "dashboard_utils_escapehtml"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/utils.js",
+      "source_location": "L36",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_utils",
+      "target": "dashboard_utils_formatbytes"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/utils.js",
+      "source_location": "L18",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_utils",
+      "target": "dashboard_utils_formatdate"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/utils.js",
+      "source_location": "L101",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_utils",
+      "target": "dashboard_utils_handleglobalsearch"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/utils.js",
+      "source_location": "L69",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_utils",
+      "target": "dashboard_utils_loadtheme"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/utils.js",
+      "source_location": "L112",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_utils",
+      "target": "dashboard_utils_page_titles"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/utils.js",
+      "source_location": "L106",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_utils",
+      "target": "dashboard_utils_renderskeleton"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/utils.js",
+      "source_location": "L81",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_utils",
+      "target": "dashboard_utils_showmodal"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/utils.js",
+      "source_location": "L1",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_utils",
+      "target": "dashboard_utils_showtoast"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/utils.js",
+      "source_location": "L44",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_utils",
+      "target": "dashboard_utils_statuscolor"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/utils.js",
+      "source_location": "L24",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_utils",
+      "target": "dashboard_utils_timeago"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/utils.js",
+      "source_location": "L52",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_utils",
+      "target": "dashboard_utils_togglesidebar"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "dashboard/utils.js",
+      "source_location": "L62",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "dashboard_utils",
+      "target": "dashboard_utils_toggletheme"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "install.ps1",
+      "source_location": "L6",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "install_ps1_install",
+      "target": "install_resolve_python"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "install.sh",
+      "source_location": "L1",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "install_sh_install",
+      "target": "install_sh__entry"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "scheduler/scheduler.py",
+      "source_location": "L133",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "scheduler_scheduler",
+      "target": "scheduler_scheduler_load_jobs"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "scheduler/scheduler.py",
+      "source_location": "L45",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "scheduler_scheduler",
+      "target": "scheduler_scheduler_log_audit"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "scheduler/scheduler.py",
+      "source_location": "L166",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "scheduler_scheduler",
+      "target": "scheduler_scheduler_main"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "scheduler/scheduler.py",
+      "source_location": "L78",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "scheduler_scheduler",
+      "target": "scheduler_scheduler_run_endpoint_via_api"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "scheduler/scheduler.py",
+      "source_location": "L97",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "scheduler_scheduler",
+      "target": "scheduler_scheduler_run_job"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "scheduler/scheduler.py",
+      "source_location": "L56",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "scheduler_scheduler",
+      "target": "scheduler_scheduler_run_skill_via_api"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "scheduler/scheduler.py",
+      "source_location": "L104",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "scheduler_scheduler_run_job",
+      "target": "scheduler_scheduler_log_audit"
+    },
+    {
+      "relation": "rationale_for",
+      "confidence": "EXTRACTED",
+      "source_file": "scheduler/scheduler.py",
+      "source_location": "L57",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "scheduler_scheduler_rationale_57",
+      "target": "scheduler_scheduler_run_skill_via_api"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "scheduler/scheduler.py",
+      "source_location": "L110",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "scheduler_scheduler_run_job",
+      "target": "scheduler_scheduler_run_skill_via_api"
+    },
+    {
+      "relation": "rationale_for",
+      "confidence": "EXTRACTED",
+      "source_file": "scheduler/scheduler.py",
+      "source_location": "L79",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "scheduler_scheduler_rationale_79",
+      "target": "scheduler_scheduler_run_endpoint_via_api"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "scheduler/scheduler.py",
+      "source_location": "L108",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "scheduler_scheduler_run_job",
+      "target": "scheduler_scheduler_run_endpoint_via_api"
+    },
+    {
+      "relation": "indirect_call",
+      "context": "argument",
+      "confidence": "INFERRED",
+      "source_file": "scheduler/scheduler.py",
+      "source_location": "L153",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 0.5,
+      "source": "scheduler_scheduler_load_jobs",
+      "target": "scheduler_scheduler_run_job"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "scheduler/scheduler.py",
+      "source_location": "L168",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "scheduler_scheduler_main",
+      "target": "scheduler_scheduler_load_jobs"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "scripts/analyze_agent_time.py",
+      "source_location": "L111",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "scripts_analyze_agent_time",
+      "target": "scripts_analyze_agent_time_compute_sessions"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "scripts/analyze_agent_time.py",
+      "source_location": "L142",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "scripts_analyze_agent_time",
+      "target": "scripts_analyze_agent_time_fmt_hms"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "scripts/analyze_agent_time.py",
+      "source_location": "L51",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "scripts_analyze_agent_time",
+      "target": "scripts_analyze_agent_time_load_audit_events"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "scripts/analyze_agent_time.py",
+      "source_location": "L83",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "scripts_analyze_agent_time",
+      "target": "scripts_analyze_agent_time_load_chat_events"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "scripts/analyze_agent_time.py",
+      "source_location": "L97",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "scripts_analyze_agent_time",
+      "target": "scripts_analyze_agent_time_load_cost_events"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "scripts/analyze_agent_time.py",
+      "source_location": "L73",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "scripts_analyze_agent_time",
+      "target": "scripts_analyze_agent_time_load_json_file"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "scripts/analyze_agent_time.py",
+      "source_location": "L150",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "scripts_analyze_agent_time",
+      "target": "scripts_analyze_agent_time_main"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "scripts/analyze_agent_time.py",
+      "source_location": "L37",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "scripts_analyze_agent_time",
+      "target": "scripts_analyze_agent_time_parse_ts"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "scripts/analyze_agent_time.py",
+      "source_location": "L65",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "scripts_analyze_agent_time_load_audit_events",
+      "target": "scripts_analyze_agent_time_parse_ts"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "scripts/analyze_agent_time.py",
+      "source_location": "L89",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "scripts_analyze_agent_time_load_chat_events",
+      "target": "scripts_analyze_agent_time_parse_ts"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "scripts/analyze_agent_time.py",
+      "source_location": "L103",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "scripts_analyze_agent_time_load_cost_events",
+      "target": "scripts_analyze_agent_time_parse_ts"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "scripts/analyze_agent_time.py",
+      "source_location": "L152",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "scripts_analyze_agent_time_main",
+      "target": "scripts_analyze_agent_time_load_audit_events"
+    },
+    {
+      "relation": "rationale_for",
+      "confidence": "EXTRACTED",
+      "source_file": "scripts/analyze_agent_time.py",
+      "source_location": "L52",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "scripts_analyze_agent_time_rationale_52",
+      "target": "scripts_analyze_agent_time_load_audit_events"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "scripts/analyze_agent_time.py",
+      "source_location": "L85",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "scripts_analyze_agent_time_load_chat_events",
+      "target": "scripts_analyze_agent_time_load_json_file"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "scripts/analyze_agent_time.py",
+      "source_location": "L99",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "scripts_analyze_agent_time_load_cost_events",
+      "target": "scripts_analyze_agent_time_load_json_file"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "scripts/analyze_agent_time.py",
+      "source_location": "L153",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "scripts_analyze_agent_time_main",
+      "target": "scripts_analyze_agent_time_load_chat_events"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "scripts/analyze_agent_time.py",
+      "source_location": "L154",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "scripts_analyze_agent_time_main",
+      "target": "scripts_analyze_agent_time_load_cost_events"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "scripts/analyze_agent_time.py",
+      "source_location": "L177",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "scripts_analyze_agent_time_main",
+      "target": "scripts_analyze_agent_time_compute_sessions"
+    },
+    {
+      "relation": "rationale_for",
+      "confidence": "EXTRACTED",
+      "source_file": "scripts/analyze_agent_time.py",
+      "source_location": "L112",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "scripts_analyze_agent_time_rationale_112",
+      "target": "scripts_analyze_agent_time_compute_sessions"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "scripts/analyze_agent_time.py",
+      "source_location": "L212",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "scripts_analyze_agent_time_main",
+      "target": "scripts_analyze_agent_time_fmt_hms"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "scripts/integrity_check.py",
+      "source_location": "L51",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "scripts_integrity_check",
+      "target": "scripts_integrity_check_add"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "scripts/integrity_check.py",
+      "source_location": "L117",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "scripts_integrity_check",
+      "target": "scripts_integrity_check_check_agent_enabled"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "scripts/integrity_check.py",
+      "source_location": "L91",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "scripts_integrity_check",
+      "target": "scripts_integrity_check_check_live_server"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "scripts/integrity_check.py",
+      "source_location": "L104",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "scripts_integrity_check",
+      "target": "scripts_integrity_check_check_terminal_endpoint"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "scripts/integrity_check.py",
+      "source_location": "L55",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "scripts_integrity_check",
+      "target": "scripts_integrity_check_load_truth"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "scripts/integrity_check.py",
+      "source_location": "L130",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "scripts_integrity_check",
+      "target": "scripts_integrity_check_main"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "scripts/integrity_check.py",
+      "source_location": "L65",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "scripts_integrity_check",
+      "target": "scripts_integrity_check_scan_text_files"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "scripts/integrity_check.py",
+      "source_location": "L88",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "scripts_integrity_check_scan_text_files",
+      "target": "scripts_integrity_check_add"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "scripts/integrity_check.py",
+      "source_location": "L131",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "scripts_integrity_check_main",
+      "target": "scripts_integrity_check_load_truth"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "scripts/integrity_check.py",
+      "source_location": "L132",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "scripts_integrity_check_main",
+      "target": "scripts_integrity_check_scan_text_files"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "scripts/integrity_check.py",
+      "source_location": "L135",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "scripts_integrity_check_main",
+      "target": "scripts_integrity_check_check_live_server"
+    },
+    {
+      "relation": "rationale_for",
+      "confidence": "EXTRACTED",
+      "source_file": "scripts/integrity_check.py",
+      "source_location": "L92",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "scripts_integrity_check_rationale_92",
+      "target": "scripts_integrity_check_check_live_server"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "scripts/integrity_check.py",
+      "source_location": "L133",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "scripts_integrity_check_main",
+      "target": "scripts_integrity_check_check_terminal_endpoint"
+    },
+    {
+      "relation": "rationale_for",
+      "confidence": "EXTRACTED",
+      "source_file": "scripts/integrity_check.py",
+      "source_location": "L105",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "scripts_integrity_check_rationale_105",
+      "target": "scripts_integrity_check_check_terminal_endpoint"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "scripts/integrity_check.py",
+      "source_location": "L134",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "scripts_integrity_check_main",
+      "target": "scripts_integrity_check_check_agent_enabled"
+    },
+    {
+      "relation": "rationale_for",
+      "confidence": "EXTRACTED",
+      "source_file": "scripts/integrity_check.py",
+      "source_location": "L118",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "scripts_integrity_check_rationale_118",
+      "target": "scripts_integrity_check_check_agent_enabled"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1262",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_add_integration"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2610",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_agent_time_skin"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2263",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_agentregisterrequest"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L183",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_append_audit"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L122",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_backuprestorerequest"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L632",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_brain_index_module"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L89",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_brainupdate"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1533",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_chat"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L125",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_chatrequest"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L451",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_check_agent"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1423",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_clean_hermes_output"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L409",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_cli_has_subcommand"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L295",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_compute_skill_score"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1303",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_create_backup"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2092",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_create_goal"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1102",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_create_job"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L771",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_create_skill"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2139",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_delete_goal"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1122",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_delete_job"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L810",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_delete_skill_context_file"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1400",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_discover_standards"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1786",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_dispatch_kanban_task"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1756",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_ensure_dir"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1448",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_execute_agent"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L531",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_execute_agent_cli"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L511",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_execute_agent_dynamic"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L563",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_execute_agent_http"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L583",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_execute_agent_mcp"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2797",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_favicon"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2801",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_favicon_svg"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2205",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_get_agent_health"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2649",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_get_agent_insights"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2226",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_get_agent_stats"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2586",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_get_agent_time"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1135",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_get_audit"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L614",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_get_brain_file"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1566",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_get_chat_history"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L48",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_get_cors_origins"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1154",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_get_cost"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2167",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_get_journal_entry"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2486",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_get_session_replay"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1368",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_get_settings"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L759",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_get_skill"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2422",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_get_skill_analytics"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L792",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_get_skill_context_file"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1085",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_get_skill_eval"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L590",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_get_status"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L180",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_get_timestamp"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2440",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_get_trend_analytics"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1726",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_goalcreate"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1732",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_goalupdate"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L437",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_hermes_available"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L417",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_hermes_cli_args"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2538",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_index"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L644",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_ingest_brain_index"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1180",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_install_plugin"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L260",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_is_error_response"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L168",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_iter_skill_dirs"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1740",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_journalsave"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1981",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_kanban_add_comment"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1997",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_kanban_add_link"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1955",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_kanban_block_task"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1856",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_kanban_board"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1941",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_kanban_complete_task"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1887",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_kanban_create_task"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2056",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_kanban_decompose_task"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2025",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_kanban_delete_task"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2034",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_kanban_dispatch"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1930",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_kanban_dispatch_task"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1871",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_kanban_get_task"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2013",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_kanban_remove_link"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2044",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_kanban_specify_task"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1770",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_kanban_task_path"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1968",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_kanban_unblock_task"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1911",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_kanban_update_task"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1716",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_kanbanblock"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1719",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_kanbancommentcreate"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1713",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_kanbancomplete"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1722",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_kanbanlinkcreate"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1699",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_kanbantaskcreate"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1706",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_kanbantaskupdate"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2281",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_list_agents"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1291",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_list_backups"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L604",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_list_brain"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L140",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_list_dir"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2085",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_list_goals"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1254",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_list_integrations"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1092",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_list_jobs"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2152",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_list_journal_entries"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1066",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_list_orchestration_runs"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1175",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_list_plugins"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1358",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_list_prompts"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2458",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_list_sessions"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L742",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_list_skills"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1385",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_list_standards"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L387",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_load_agent_registry"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L229",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_load_agent_stats"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1409",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_load_chat_history"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1847",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_load_goals"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1759",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_load_kanban_tasks"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L177",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_new_id"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L939",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_orchestrate_multi_agent"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L96",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_orchestraterequest"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1571",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_ptysession"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L799",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_put_skill_context_file"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L131",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_read_file"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L145",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_read_json"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2595",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_recompute_agent_time"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L241",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_record_agent_run"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L199",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_record_brain_learning"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1159",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_record_cost"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L332",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_record_skill_score"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2250",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_refresh_agent_health"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2292",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_register_agent"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1316",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_resolve_backup_file"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L717",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_resolve_skill_dir"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1346",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_restore_backup"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2404",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_router_route"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2378",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_router_suggest"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1746",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_routerroute"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1743",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_routersuggest"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L930",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_run_angle"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1419",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_run_cli"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1802",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_run_kanban_agent"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L819",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_run_skill"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1331",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_safe_extractall"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L402",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_save_agent_registry"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L237",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_save_agent_stats"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1412",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_save_chat_message"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1850",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_save_goals"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2177",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_save_journal_entry"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1780",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_save_kanban_task"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L113",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_schedulejobrequest"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L681",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_search_brain_index"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2188",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_search_journal"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L119",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_settingsupdate"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L732",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_skill_context_file_path"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L708",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_skill_dir_path"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L110",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_skillcontextfilewrite"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L103",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_skillcreate"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L92",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_skillrunrequest"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L107",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_skillupdate"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L694",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_stats_brain_index"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2551",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_test_page"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1243",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_uninstall_plugin"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2347",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_unregister_agent"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L621",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_update_brain_file"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2120",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_update_goal"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1373",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_update_settings"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L783",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_update_skill"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L656",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_upsert_brain_doc"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L136",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_write_file"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L164",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_write_json"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1638",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "server_ws_terminal"
+    },
+    {
+      "relation": "imports",
+      "context": "import",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L16",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server",
+      "target": "tarfile"
+    },
+    {
+      "relation": "rationale_for",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2518",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_rationale_2518",
+      "target": "server"
+    },
+    {
+      "relation": "rationale_for",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2561",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_rationale_2561",
+      "target": "server"
+    },
+    {
+      "relation": "rationale_for",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L49",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_rationale_49",
+      "target": "server_get_cors_origins"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1643",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_ws_terminal",
+      "target": "server_get_cors_origins"
+    },
+    {
+      "relation": "references",
+      "context": "parameter_type",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L621",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_update_brain_file",
+      "target": "server_brainupdate"
+    },
+    {
+      "relation": "references",
+      "context": "generic_arg",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L819",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_run_skill",
+      "target": "server_skillrunrequest"
+    },
+    {
+      "relation": "references",
+      "context": "parameter_type",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L939",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_orchestrate_multi_agent",
+      "target": "server_orchestraterequest"
+    },
+    {
+      "relation": "references",
+      "context": "parameter_type",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L771",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_create_skill",
+      "target": "server_skillcreate"
+    },
+    {
+      "relation": "references",
+      "context": "parameter_type",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L783",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_update_skill",
+      "target": "server_skillupdate"
+    },
+    {
+      "relation": "references",
+      "context": "parameter_type",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L799",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_put_skill_context_file",
+      "target": "server_skillcontextfilewrite"
+    },
+    {
+      "relation": "references",
+      "context": "parameter_type",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1102",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_create_job",
+      "target": "server_schedulejobrequest"
+    },
+    {
+      "relation": "references",
+      "context": "parameter_type",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1373",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_update_settings",
+      "target": "server_settingsupdate"
+    },
+    {
+      "relation": "references",
+      "context": "parameter_type",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1346",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_restore_backup",
+      "target": "server_backuprestorerequest"
+    },
+    {
+      "relation": "references",
+      "context": "parameter_type",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1533",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_chat",
+      "target": "server_chatrequest"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L618",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_get_brain_file",
+      "target": "server_read_file"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L763",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_get_skill",
+      "target": "server_read_file"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L796",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_get_skill_context_file",
+      "target": "server_read_file"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L610",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_list_brain",
+      "target": "server_read_file"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1362",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_list_prompts",
+      "target": "server_read_file"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L745",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_list_skills",
+      "target": "server_read_file"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1391",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_list_standards",
+      "target": "server_read_file"
+    },
+    {
+      "relation": "references",
+      "context": "parameter_type",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L131",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_read_file",
+      "target": "server_py_path"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L826",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_run_skill",
+      "target": "server_read_file"
+    },
+    {
+      "relation": "references",
+      "context": "parameter_type",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1756",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_ensure_dir",
+      "target": "server_py_path"
+    },
+    {
+      "relation": "references",
+      "context": "return_type",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1770",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_kanban_task_path",
+      "target": "server_py_path"
+    },
+    {
+      "relation": "references",
+      "context": "parameter_type",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L140",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_list_dir",
+      "target": "server_py_path"
+    },
+    {
+      "relation": "references",
+      "context": "parameter_type",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L145",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_read_json",
+      "target": "server_py_path"
+    },
+    {
+      "relation": "references",
+      "context": "return_type",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1316",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_resolve_backup_file",
+      "target": "server_py_path"
+    },
+    {
+      "relation": "references",
+      "context": "return_type",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L717",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_resolve_skill_dir",
+      "target": "server_py_path"
+    },
+    {
+      "relation": "references",
+      "context": "parameter_type",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1331",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_safe_extractall",
+      "target": "server_py_path"
+    },
+    {
+      "relation": "references",
+      "context": "return_type",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L732",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_skill_context_file_path",
+      "target": "server_py_path"
+    },
+    {
+      "relation": "references",
+      "context": "return_type",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L708",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_skill_dir_path",
+      "target": "server_py_path"
+    },
+    {
+      "relation": "references",
+      "context": "parameter_type",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L136",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_write_file",
+      "target": "server_py_path"
+    },
+    {
+      "relation": "references",
+      "context": "parameter_type",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L164",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_write_json",
+      "target": "server_py_path"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L895",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_run_skill",
+      "target": "server_write_file"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L623",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_update_brain_file",
+      "target": "server_write_file"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L593",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_get_status",
+      "target": "server_list_dir"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L605",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_list_brain",
+      "target": "server_list_dir"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1125",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_delete_job",
+      "target": "server_read_json"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2652",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_get_agent_insights",
+      "target": "server_read_json"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1156",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_get_cost",
+      "target": "server_read_json"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1370",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_get_settings",
+      "target": "server_read_json"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L765",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_get_skill",
+      "target": "server_read_json"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2426",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_get_skill_analytics",
+      "target": "server_read_json"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1087",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_get_skill_eval",
+      "target": "server_read_json"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2444",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_get_trend_analytics",
+      "target": "server_read_json"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1191",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_install_plugin",
+      "target": "server_read_json"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1096",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_list_jobs",
+      "target": "server_read_json"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1072",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_list_orchestration_runs",
+      "target": "server_read_json"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1177",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_list_plugins",
+      "target": "server_read_json"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L747",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_list_skills",
+      "target": "server_read_json"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1410",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_load_chat_history",
+      "target": "server_read_json"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1848",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_load_goals",
+      "target": "server_read_json"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1763",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_load_kanban_tasks",
+      "target": "server_read_json"
+    },
+    {
+      "relation": "rationale_for",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L146",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_rationale_146",
+      "target": "server_read_json"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1161",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_record_cost",
+      "target": "server_read_json"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1376",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_update_settings",
+      "target": "server_read_json"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1238",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_install_plugin",
+      "target": "server_write_json"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1035",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_orchestrate_multi_agent",
+      "target": "server_write_json"
+    },
+    {
+      "relation": "rationale_for",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L165",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_rationale_165",
+      "target": "server_write_json"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1169",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_record_cost",
+      "target": "server_write_json"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1417",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_save_chat_message",
+      "target": "server_write_json"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1851",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_save_goals",
+      "target": "server_write_json"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1378",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_update_settings",
+      "target": "server_write_json"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2425",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_get_skill_analytics",
+      "target": "server_iter_skill_dirs"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2443",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_get_trend_analytics",
+      "target": "server_iter_skill_dirs"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L744",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_list_skills",
+      "target": "server_iter_skill_dirs"
+    },
+    {
+      "relation": "rationale_for",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L169",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_rationale_169",
+      "target": "server_iter_skill_dirs"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L188",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_append_audit",
+      "target": "server_new_id"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1540",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_chat",
+      "target": "server_new_id"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2096",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_create_goal",
+      "target": "server_new_id"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1106",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_create_job",
+      "target": "server_new_id"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1987",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_kanban_add_comment",
+      "target": "server_new_id"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1890",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_kanban_create_task",
+      "target": "server_new_id"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2066",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_kanban_decompose_task",
+      "target": "server_new_id"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1819",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_run_kanban_agent",
+      "target": "server_new_id"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L858",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_run_skill",
+      "target": "server_new_id"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1281",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_add_integration",
+      "target": "server_get_timestamp"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L187",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_append_audit",
+      "target": "server_get_timestamp"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1544",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_chat",
+      "target": "server_get_timestamp"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2103",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_create_goal",
+      "target": "server_get_timestamp"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1111",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_create_job",
+      "target": "server_get_timestamp"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1797",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_dispatch_kanban_task",
+      "target": "server_get_timestamp"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2221",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_get_agent_health",
+      "target": "server_get_timestamp"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2764",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_get_agent_insights",
+      "target": "server_get_timestamp"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1234",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_install_plugin",
+      "target": "server_get_timestamp"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1989",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_kanban_add_comment",
+      "target": "server_get_timestamp"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2007",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_kanban_add_link",
+      "target": "server_get_timestamp"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1962",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_kanban_block_task",
+      "target": "server_get_timestamp"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1948",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_kanban_complete_task",
+      "target": "server_get_timestamp"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1898",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_kanban_create_task",
+      "target": "server_get_timestamp"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2074",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_kanban_decompose_task",
+      "target": "server_get_timestamp"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2020",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_kanban_remove_link",
+      "target": "server_get_timestamp"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2051",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_kanban_specify_task",
+      "target": "server_get_timestamp"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1975",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_kanban_unblock_task",
+      "target": "server_get_timestamp"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1921",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_kanban_update_task",
+      "target": "server_get_timestamp"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1021",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_orchestrate_multi_agent",
+      "target": "server_get_timestamp"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L244",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_record_agent_run",
+      "target": "server_get_timestamp"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1163",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_record_cost",
+      "target": "server_get_timestamp"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L340",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_record_skill_score",
+      "target": "server_get_timestamp"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2257",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_refresh_agent_health",
+      "target": "server_get_timestamp"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1821",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_run_kanban_agent",
+      "target": "server_get_timestamp"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L887",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_run_skill",
+      "target": "server_get_timestamp"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2129",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_update_goal",
+      "target": "server_get_timestamp"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1285",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_add_integration",
+      "target": "server_append_audit"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L192",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_append_audit",
+      "target": "server_ptysession_write"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1561",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_chat",
+      "target": "server_append_audit"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1313",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_create_backup",
+      "target": "server_append_audit"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2114",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_create_goal",
+      "target": "server_append_audit"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1118",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_create_job",
+      "target": "server_append_audit"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L779",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_create_skill",
+      "target": "server_append_audit"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2144",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_delete_goal",
+      "target": "server_append_audit"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1128",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_delete_job",
+      "target": "server_append_audit"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L815",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_delete_skill_context_file",
+      "target": "server_append_audit"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1402",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_discover_standards",
+      "target": "server_append_audit"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1799",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_dispatch_kanban_task",
+      "target": "server_append_audit"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1239",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_install_plugin",
+      "target": "server_append_audit"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2009",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_kanban_add_link",
+      "target": "server_append_audit"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1964",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_kanban_block_task",
+      "target": "server_append_audit"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1951",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_kanban_complete_task",
+      "target": "server_append_audit"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1902",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_kanban_create_task",
+      "target": "server_append_audit"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1883",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_kanban_delete_task",
+      "target": "server_append_audit"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2040",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_kanban_dispatch",
+      "target": "server_append_audit"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1977",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_kanban_unblock_task",
+      "target": "server_append_audit"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1923",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_kanban_update_task",
+      "target": "server_append_audit"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L806",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_put_skill_context_file",
+      "target": "server_append_audit"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2256",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_refresh_agent_health",
+      "target": "server_append_audit"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2342",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_register_agent",
+      "target": "server_append_audit"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1352",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_restore_backup",
+      "target": "server_append_audit"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2409",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_router_route",
+      "target": "server_append_audit"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1826",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_run_kanban_agent",
+      "target": "server_append_audit"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L877",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_run_skill",
+      "target": "server_append_audit"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2182",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_save_journal_entry",
+      "target": "server_append_audit"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1248",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_uninstall_plugin",
+      "target": "server_append_audit"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2365",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_unregister_agent",
+      "target": "server_append_audit"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L624",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_update_brain_file",
+      "target": "server_append_audit"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1379",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_update_settings",
+      "target": "server_append_audit"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L788",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_update_skill",
+      "target": "server_append_audit"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1655",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_ws_terminal",
+      "target": "server_append_audit"
+    },
+    {
+      "relation": "rationale_for",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L202",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_rationale_202",
+      "target": "server_record_brain_learning"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L209",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_record_brain_learning",
+      "target": "server_brain_index_module"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L219",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_record_brain_learning",
+      "target": "server_ptysession_close"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L899",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_run_skill",
+      "target": "server_record_brain_learning"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2207",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_get_agent_health",
+      "target": "server_load_agent_stats"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2231",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_get_agent_stats",
+      "target": "server_load_agent_stats"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L243",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_record_agent_run",
+      "target": "server_load_agent_stats"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L258",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_record_agent_run",
+      "target": "server_save_agent_stats"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1550",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_chat",
+      "target": "server_record_agent_run"
+    },
+    {
+      "relation": "rationale_for",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L242",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_rationale_242",
+      "target": "server_record_agent_run"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L872",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_run_skill",
+      "target": "server_record_agent_run"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1550",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_chat",
+      "target": "server_is_error_response"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L313",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_compute_skill_score",
+      "target": "server_is_error_response"
+    },
+    {
+      "relation": "rationale_for",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L261",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_rationale_261",
+      "target": "server_is_error_response"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L871",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_run_skill",
+      "target": "server_is_error_response"
+    },
+    {
+      "relation": "rationale_for",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L296",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_rationale_296",
+      "target": "server_compute_skill_score"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L875",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_run_skill",
+      "target": "server_compute_skill_score"
+    },
+    {
+      "relation": "rationale_for",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L333",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_rationale_333",
+      "target": "server_record_skill_score"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L876",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_run_skill",
+      "target": "server_record_skill_score"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1535",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_chat",
+      "target": "server_load_agent_registry"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L453",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_check_agent",
+      "target": "server_load_agent_registry"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L513",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_execute_agent_dynamic",
+      "target": "server_load_agent_registry"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2209",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_get_agent_health",
+      "target": "server_load_agent_registry"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2656",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_get_agent_insights",
+      "target": "server_load_agent_registry"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2228",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_get_agent_stats",
+      "target": "server_load_agent_registry"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L591",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_get_status",
+      "target": "server_load_agent_registry"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2283",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_list_agents",
+      "target": "server_load_agent_registry"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L955",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_orchestrate_multi_agent",
+      "target": "server_load_agent_registry"
+    },
+    {
+      "relation": "rationale_for",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L388",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_rationale_388",
+      "target": "server_load_agent_registry"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2253",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_refresh_agent_health",
+      "target": "server_load_agent_registry"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2300",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_register_agent",
+      "target": "server_load_agent_registry"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2407",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_router_route",
+      "target": "server_load_agent_registry"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L843",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_run_skill",
+      "target": "server_load_agent_registry"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2352",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_unregister_agent",
+      "target": "server_load_agent_registry"
+    },
+    {
+      "relation": "rationale_for",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L403",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_rationale_403",
+      "target": "server_save_agent_registry"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2334",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_register_agent",
+      "target": "server_save_agent_registry"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2357",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_unregister_agent",
+      "target": "server_save_agent_registry"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L427",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_hermes_cli_args",
+      "target": "server_cli_has_subcommand"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1480",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_execute_agent",
+      "target": "server_hermes_cli_args"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L443",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_hermes_available",
+      "target": "server_hermes_cli_args"
+    },
+    {
+      "relation": "rationale_for",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L418",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_rationale_418",
+      "target": "server_hermes_cli_args"
+    },
+    {
+      "relation": "rationale_for",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L438",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_rationale_438",
+      "target": "server_hermes_available"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2210",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_get_agent_health",
+      "target": "server_check_agent"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2230",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_get_agent_stats",
+      "target": "server_check_agent"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L592",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_get_status",
+      "target": "server_check_agent"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2286",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_list_agents",
+      "target": "server_check_agent"
+    },
+    {
+      "relation": "rationale_for",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L452",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_rationale_452",
+      "target": "server_check_agent"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2254",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_refresh_agent_health",
+      "target": "server_check_agent"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2343",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_register_agent",
+      "target": "server_check_agent"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L522",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_execute_agent_dynamic",
+      "target": "server_execute_agent_cli"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L524",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_execute_agent_dynamic",
+      "target": "server_execute_agent_http"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L526",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_execute_agent_dynamic",
+      "target": "server_execute_agent_mcp"
+    },
+    {
+      "relation": "rationale_for",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L512",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_rationale_512",
+      "target": "server_execute_agent_dynamic"
+    },
+    {
+      "relation": "rationale_for",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L532",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_rationale_532",
+      "target": "server_execute_agent_cli"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L577",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_execute_agent_http",
+      "target": "server_ptysession_read"
+    },
+    {
+      "relation": "rationale_for",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L564",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_rationale_564",
+      "target": "server_execute_agent_http"
+    },
+    {
+      "relation": "rationale_for",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L584",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_rationale_584",
+      "target": "server_execute_agent_mcp"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L645",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_ingest_brain_index",
+      "target": "server_brain_index_module"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1039",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_orchestrate_multi_agent",
+      "target": "server_brain_index_module"
+    },
+    {
+      "relation": "rationale_for",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L633",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_rationale_633",
+      "target": "server_brain_index_module"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L684",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_search_brain_index",
+      "target": "server_brain_index_module"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L695",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_stats_brain_index",
+      "target": "server_brain_index_module"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L662",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_upsert_brain_doc",
+      "target": "server_brain_index_module"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L652",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_ingest_brain_index",
+      "target": "server_ptysession_close"
+    },
+    {
+      "relation": "rationale_for",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L657",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_rationale_657",
+      "target": "server_upsert_brain_doc"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L677",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_upsert_brain_doc",
+      "target": "server_ptysession_close"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L690",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_search_brain_index",
+      "target": "server_ptysession_close"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L700",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_stats_brain_index",
+      "target": "server_ptysession_close"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L772",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_create_skill",
+      "target": "server_skill_dir_path"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L800",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_put_skill_context_file",
+      "target": "server_skill_dir_path"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L735",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_skill_context_file_path",
+      "target": "server_skill_dir_path"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L784",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_update_skill",
+      "target": "server_skill_dir_path"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L760",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_get_skill",
+      "target": "server_resolve_skill_dir"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1086",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_get_skill_eval",
+      "target": "server_resolve_skill_dir"
+    },
+    {
+      "relation": "rationale_for",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L718",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_rationale_718",
+      "target": "server_resolve_skill_dir"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L820",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_run_skill",
+      "target": "server_resolve_skill_dir"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L811",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_delete_skill_context_file",
+      "target": "server_skill_context_file_path"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L793",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_get_skill_context_file",
+      "target": "server_skill_context_file_path"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L803",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_put_skill_context_file",
+      "target": "server_skill_context_file_path"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L864",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_run_skill",
+      "target": "server_execute_agent"
+    },
+    {
+      "relation": "indirect_call",
+      "context": "argument",
+      "confidence": "INFERRED",
+      "source_file": "server.py",
+      "source_location": "L994",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 0.5,
+      "source": "server_orchestrate_multi_agent",
+      "target": "server_run_angle"
+    },
+    {
+      "relation": "rationale_for",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L931",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_rationale_931",
+      "target": "server_run_angle"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L933",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_run_angle",
+      "target": "server_execute_agent"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1048",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_orchestrate_multi_agent",
+      "target": "server_ptysession_close"
+    },
+    {
+      "relation": "rationale_for",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L940",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_rationale_940",
+      "target": "server_orchestrate_multi_agent"
+    },
+    {
+      "relation": "rationale_for",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1255",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_rationale_1255",
+      "target": "server_list_integrations"
+    },
+    {
+      "relation": "rationale_for",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1263",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_rationale_1263",
+      "target": "server_add_integration"
+    },
+    {
+      "relation": "rationale_for",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1317",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_rationale_1317",
+      "target": "server_resolve_backup_file"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1347",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_restore_backup",
+      "target": "server_resolve_backup_file"
+    },
+    {
+      "relation": "rationale_for",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1332",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_rationale_1332",
+      "target": "server_safe_extractall"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1351",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_restore_backup",
+      "target": "server_safe_extractall"
+    },
+    {
+      "relation": "references",
+      "context": "parameter_type",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1331",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_safe_extractall",
+      "target": "tarfile"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2651",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_get_agent_insights",
+      "target": "server_load_chat_history"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1567",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_get_chat_history",
+      "target": "server_load_chat_history"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1413",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_save_chat_message",
+      "target": "server_load_chat_history"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1546",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_chat",
+      "target": "server_save_chat_message"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1455",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_execute_agent",
+      "target": "server_run_cli"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1484",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_execute_agent",
+      "target": "server_clean_hermes_output"
+    },
+    {
+      "relation": "rationale_for",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1424",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_rationale_1424",
+      "target": "server_clean_hermes_output"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1548",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_chat",
+      "target": "server_execute_agent"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1814",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_run_kanban_agent",
+      "target": "server_execute_agent"
+    },
+    {
+      "relation": "method",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1615",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_ptysession",
+      "target": "server_ptysession_close"
+    },
+    {
+      "relation": "method",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1574",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_ptysession",
+      "target": "server_ptysession_init"
+    },
+    {
+      "relation": "method",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1595",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_ptysession",
+      "target": "server_ptysession_read"
+    },
+    {
+      "relation": "method",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1606",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_ptysession",
+      "target": "server_ptysession_resize"
+    },
+    {
+      "relation": "method",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1579",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_ptysession",
+      "target": "server_ptysession_start"
+    },
+    {
+      "relation": "method",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1600",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_ptysession",
+      "target": "server_ptysession_write"
+    },
+    {
+      "relation": "rationale_for",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1572",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_rationale_1572",
+      "target": "server_ptysession"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1647",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_ws_terminal",
+      "target": "server_ptysession"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1800",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_dispatch_kanban_task",
+      "target": "server_ptysession_start"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1649",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_ws_terminal",
+      "target": "server_ptysession_start"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1681",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_ws_terminal",
+      "target": "server_ptysession_write"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1683",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_ws_terminal",
+      "target": "server_ptysession_resize"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1644",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_ws_terminal",
+      "target": "server_ptysession_close"
+    },
+    {
+      "relation": "references",
+      "context": "parameter_type",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1638",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_ws_terminal",
+      "target": "websocket"
+    },
+    {
+      "relation": "references",
+      "context": "parameter_type",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1887",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_kanban_create_task",
+      "target": "server_kanbantaskcreate"
+    },
+    {
+      "relation": "references",
+      "context": "parameter_type",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1911",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_kanban_update_task",
+      "target": "server_kanbantaskupdate"
+    },
+    {
+      "relation": "references",
+      "context": "parameter_type",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1941",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_kanban_complete_task",
+      "target": "server_kanbancomplete"
+    },
+    {
+      "relation": "references",
+      "context": "parameter_type",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1955",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_kanban_block_task",
+      "target": "server_kanbanblock"
+    },
+    {
+      "relation": "references",
+      "context": "parameter_type",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1981",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_kanban_add_comment",
+      "target": "server_kanbancommentcreate"
+    },
+    {
+      "relation": "references",
+      "context": "parameter_type",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1997",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_kanban_add_link",
+      "target": "server_kanbanlinkcreate"
+    },
+    {
+      "relation": "references",
+      "context": "parameter_type",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2092",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_create_goal",
+      "target": "server_goalcreate"
+    },
+    {
+      "relation": "references",
+      "context": "parameter_type",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2120",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_update_goal",
+      "target": "server_goalupdate"
+    },
+    {
+      "relation": "references",
+      "context": "parameter_type",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2177",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_save_journal_entry",
+      "target": "server_journalsave"
+    },
+    {
+      "relation": "references",
+      "context": "parameter_type",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2378",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_router_suggest",
+      "target": "server_routersuggest"
+    },
+    {
+      "relation": "references",
+      "context": "parameter_type",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2404",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_router_route",
+      "target": "server_routerroute"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2170",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_get_journal_entry",
+      "target": "server_ensure_dir"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2154",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_list_journal_entries",
+      "target": "server_ensure_dir"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1760",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_load_kanban_tasks",
+      "target": "server_ensure_dir"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2179",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_save_journal_entry",
+      "target": "server_ensure_dir"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1781",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_save_kanban_task",
+      "target": "server_ensure_dir"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2190",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_search_journal",
+      "target": "server_ensure_dir"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1858",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_kanban_board",
+      "target": "server_load_kanban_tasks"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2036",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_kanban_dispatch",
+      "target": "server_load_kanban_tasks"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1788",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_dispatch_kanban_task",
+      "target": "server_kanban_task_path"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1982",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_kanban_add_comment",
+      "target": "server_kanban_task_path"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1999",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_kanban_add_link",
+      "target": "server_kanban_task_path"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1956",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_kanban_block_task",
+      "target": "server_kanban_task_path"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1942",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_kanban_complete_task",
+      "target": "server_kanban_task_path"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1905",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_kanban_create_task",
+      "target": "server_kanban_task_path"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2057",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_kanban_decompose_task",
+      "target": "server_kanban_task_path"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1879",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_kanban_delete_task",
+      "target": "server_kanban_task_path"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1931",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_kanban_dispatch_task",
+      "target": "server_kanban_task_path"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1872",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_kanban_get_task",
+      "target": "server_kanban_task_path"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2015",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_kanban_remove_link",
+      "target": "server_kanban_task_path"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2045",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_kanban_specify_task",
+      "target": "server_kanban_task_path"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1969",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_kanban_unblock_task",
+      "target": "server_kanban_task_path"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1912",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_kanban_update_task",
+      "target": "server_kanban_task_path"
+    },
+    {
+      "relation": "rationale_for",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1771",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_rationale_1771",
+      "target": "server_kanban_task_path"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1807",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_run_kanban_agent",
+      "target": "server_kanban_task_path"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1782",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_save_kanban_task",
+      "target": "server_kanban_task_path"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1798",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_dispatch_kanban_task",
+      "target": "server_save_kanban_task"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1993",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_kanban_add_comment",
+      "target": "server_save_kanban_task"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2008",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_kanban_add_link",
+      "target": "server_save_kanban_task"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1963",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_kanban_block_task",
+      "target": "server_save_kanban_task"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1950",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_kanban_complete_task",
+      "target": "server_save_kanban_task"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1901",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_kanban_create_task",
+      "target": "server_save_kanban_task"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2078",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_kanban_decompose_task",
+      "target": "server_save_kanban_task"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2021",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_kanban_remove_link",
+      "target": "server_save_kanban_task"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2052",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_kanban_specify_task",
+      "target": "server_save_kanban_task"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1976",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_kanban_unblock_task",
+      "target": "server_save_kanban_task"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1922",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_kanban_update_task",
+      "target": "server_save_kanban_task"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1833",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_run_kanban_agent",
+      "target": "server_save_kanban_task"
+    },
+    {
+      "relation": "indirect_call",
+      "context": "argument",
+      "confidence": "INFERRED",
+      "source_file": "server.py",
+      "source_location": "L1800",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 0.5,
+      "source": "server_dispatch_kanban_task",
+      "target": "server_run_kanban_agent"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1904",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_kanban_create_task",
+      "target": "server_dispatch_kanban_task"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2038",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_kanban_dispatch",
+      "target": "server_dispatch_kanban_task"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1937",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_kanban_dispatch_task",
+      "target": "server_dispatch_kanban_task"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1925",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_kanban_update_task",
+      "target": "server_dispatch_kanban_task"
+    },
+    {
+      "relation": "rationale_for",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L1787",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_rationale_1787",
+      "target": "server_dispatch_kanban_task"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2094",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_create_goal",
+      "target": "server_load_goals"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2141",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_delete_goal",
+      "target": "server_load_goals"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2087",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_list_goals",
+      "target": "server_load_goals"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2122",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_update_goal",
+      "target": "server_load_goals"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2107",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_create_goal",
+      "target": "server_save_goals"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2143",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_delete_goal",
+      "target": "server_save_goals"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2130",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_update_goal",
+      "target": "server_save_goals"
+    },
+    {
+      "relation": "references",
+      "context": "parameter_type",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2292",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_register_agent",
+      "target": "server_agentregisterrequest"
+    },
+    {
+      "relation": "rationale_for",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2282",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_rationale_2282",
+      "target": "server_list_agents"
+    },
+    {
+      "relation": "rationale_for",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2293",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_rationale_2293",
+      "target": "server_register_agent"
+    },
+    {
+      "relation": "rationale_for",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2348",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_rationale_2348",
+      "target": "server_unregister_agent"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2612",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_agent_time_skin",
+      "target": "server_recompute_agent_time"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2660",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_get_agent_insights",
+      "target": "server_recompute_agent_time"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2588",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_get_agent_time",
+      "target": "server_recompute_agent_time"
+    },
+    {
+      "relation": "rationale_for",
+      "confidence": "EXTRACTED",
+      "source_file": "server.py",
+      "source_location": "L2569",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "server_rationale_2569",
+      "target": "server_recompute_agent_time"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "start-agentic-os.sh",
+      "source_location": "L1",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "start_agentic_os",
+      "target": "start_agentic_os_sh__entry"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "start.ps1",
+      "source_location": "L43",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "start_ps1_start",
+      "target": "start_find_freeport"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "start.ps1",
+      "source_location": "L11",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "start_ps1_start",
+      "target": "start_resolve_python"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "start.sh",
+      "source_location": "L1",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "start_sh_start",
+      "target": "start_sh__entry"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "tests/conftest.py",
+      "source_location": "L47",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "tests_conftest",
+      "target": "tests_conftest_client"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "tests/conftest.py",
+      "source_location": "L21",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "tests_conftest",
+      "target": "tests_conftest_server_module"
+    },
+    {
+      "relation": "rationale_for",
+      "confidence": "EXTRACTED",
+      "source_file": "tests/conftest.py",
+      "source_location": "L1",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "tests_conftest_rationale_1",
+      "target": "tests_conftest"
+    },
+    {
+      "relation": "rationale_for",
+      "confidence": "EXTRACTED",
+      "source_file": "tests/conftest.py",
+      "source_location": "L22",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "tests_conftest_rationale_22",
+      "target": "tests_conftest_server_module"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "tests/test_scheduler.py",
+      "source_location": "L16",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "tests_test_scheduler",
+      "target": "tests_test_scheduler_scheduler_module"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "tests/test_scheduler.py",
+      "source_location": "L59",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "tests_test_scheduler",
+      "target": "tests_test_scheduler_test_load_jobs_falls_back_to_name_as_id"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "tests/test_scheduler.py",
+      "source_location": "L36",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "tests_test_scheduler",
+      "target": "tests_test_scheduler_test_load_jobs_registers_enabled"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "tests/test_scheduler.py",
+      "source_location": "L49",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "tests_test_scheduler",
+      "target": "tests_test_scheduler_test_load_jobs_skips_disabled"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "tests/test_scheduler.py",
+      "source_location": "L26",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "tests_test_scheduler",
+      "target": "tests_test_scheduler_test_run_skill_appends_audit"
+    },
+    {
+      "relation": "rationale_for",
+      "confidence": "EXTRACTED",
+      "source_file": "tests/test_scheduler.py",
+      "source_location": "L1",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "tests_test_scheduler_rationale_1",
+      "target": "tests_test_scheduler"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "tests/test_server_endpoints.py",
+      "source_location": "L55",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "tests_test_server_endpoints",
+      "target": "tests_test_server_endpoints_make_skill"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "tests/test_server_endpoints.py",
+      "source_location": "L294",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "tests_test_server_endpoints",
+      "target": "tests_test_server_endpoints_test_agent_health"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "tests/test_server_endpoints.py",
+      "source_location": "L307",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "tests_test_server_endpoints",
+      "target": "tests_test_server_endpoints_test_agent_health_refresh"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "tests/test_server_endpoints.py",
+      "source_location": "L301",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "tests_test_server_endpoints",
+      "target": "tests_test_server_endpoints_test_agent_stats_valid_and_invalid"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "tests/test_server_endpoints.py",
+      "source_location": "L149",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "tests_test_server_endpoints",
+      "target": "tests_test_server_endpoints_test_audit_empty_and_limit"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "tests/test_server_endpoints.py",
+      "source_location": "L209",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "tests_test_server_endpoints",
+      "target": "tests_test_server_endpoints_test_backup_create_list_restore"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "tests/test_server_endpoints.py",
+      "source_location": "L49",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "tests_test_server_endpoints",
+      "target": "tests_test_server_endpoints_test_brain_get_missing_404"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "tests/test_server_endpoints.py",
+      "source_location": "L34",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "tests_test_server_endpoints",
+      "target": "tests_test_server_endpoints_test_brain_list_and_get_and_update"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "tests/test_server_endpoints.py",
+      "source_location": "L224",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "tests_test_server_endpoints",
+      "target": "tests_test_server_endpoints_test_chat_invalid_agent"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "tests/test_server_endpoints.py",
+      "source_location": "L228",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "tests_test_server_endpoints",
+      "target": "tests_test_server_endpoints_test_chat_records_history"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "tests/test_server_endpoints.py",
+      "source_location": "L160",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "tests_test_server_endpoints",
+      "target": "tests_test_server_endpoints_test_cost_empty_then_record"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "tests/test_server_endpoints.py",
+      "source_location": "L143",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "tests_test_server_endpoints",
+      "target": "tests_test_server_endpoints_test_delete_missing_job_404"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "tests/test_server_endpoints.py",
+      "source_location": "L25",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "tests_test_server_endpoints",
+      "target": "tests_test_server_endpoints_test_favicon_endpoints"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "tests/test_server_endpoints.py",
+      "source_location": "L80",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "tests_test_server_endpoints",
+      "target": "tests_test_server_endpoints_test_get_skill_and_missing"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "tests/test_server_endpoints.py",
+      "source_location": "L88",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "tests_test_server_endpoints",
+      "target": "tests_test_server_endpoints_test_get_skill_eval"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "tests/test_server_endpoints.py",
+      "source_location": "L272",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "tests_test_server_endpoints",
+      "target": "tests_test_server_endpoints_test_goal_creation_syncs_active_projects"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "tests/test_server_endpoints.py",
+      "source_location": "L260",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "tests_test_server_endpoints",
+      "target": "tests_test_server_endpoints_test_goals_crud"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "tests/test_server_endpoints.py",
+      "source_location": "L19",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "tests_test_server_endpoints",
+      "target": "tests_test_server_endpoints_test_index_without_dashboard"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "tests/test_server_endpoints.py",
+      "source_location": "L281",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "tests_test_server_endpoints",
+      "target": "tests_test_server_endpoints_test_journal_save_get_list_search"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "tests/test_server_endpoints.py",
+      "source_location": "L67",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "tests_test_server_endpoints",
+      "target": "tests_test_server_endpoints_test_list_skills"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "tests/test_server_endpoints.py",
+      "source_location": "L170",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "tests_test_server_endpoints",
+      "target": "tests_test_server_endpoints_test_plugins_install_flow"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "tests/test_server_endpoints.py",
+      "source_location": "L202",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "tests_test_server_endpoints",
+      "target": "tests_test_server_endpoints_test_prompts_list"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "tests/test_server_endpoints.py",
+      "source_location": "L218",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "tests_test_server_endpoints",
+      "target": "tests_test_server_endpoints_test_restore_missing_backup_404"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "tests/test_server_endpoints.py",
+      "source_location": "L325",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "tests_test_server_endpoints",
+      "target": "tests_test_server_endpoints_test_router_route_valid_and_invalid"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "tests/test_server_endpoints.py",
+      "source_location": "L314",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "tests_test_server_endpoints",
+      "target": "tests_test_server_endpoints_test_router_suggest_high_confidence"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "tests/test_server_endpoints.py",
+      "source_location": "L320",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "tests_test_server_endpoints",
+      "target": "tests_test_server_endpoints_test_router_suggest_low_confidence"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "tests/test_server_endpoints.py",
+      "source_location": "L99",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "tests_test_server_endpoints",
+      "target": "tests_test_server_endpoints_test_run_skill_auto_routes"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "tests/test_server_endpoints.py",
+      "source_location": "L121",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "tests_test_server_endpoints",
+      "target": "tests_test_server_endpoints_test_run_skill_missing_404"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "tests/test_server_endpoints.py",
+      "source_location": "L114",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "tests_test_server_endpoints",
+      "target": "tests_test_server_endpoints_test_run_skill_uses_skill_md_primary"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "tests/test_server_endpoints.py",
+      "source_location": "L128",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "tests_test_server_endpoints",
+      "target": "tests_test_server_endpoints_test_scheduler_job_crud"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "tests/test_server_endpoints.py",
+      "source_location": "L356",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "tests_test_server_endpoints",
+      "target": "tests_test_server_endpoints_test_session_replay_not_found"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "tests/test_server_endpoints.py",
+      "source_location": "L351",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "tests_test_server_endpoints",
+      "target": "tests_test_server_endpoints_test_sessions_list_empty"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "tests/test_server_endpoints.py",
+      "source_location": "L180",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "tests_test_server_endpoints",
+      "target": "tests_test_server_endpoints_test_settings_get_empty_and_update_merges"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "tests/test_server_endpoints.py",
+      "source_location": "L332",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "tests_test_server_endpoints",
+      "target": "tests_test_server_endpoints_test_skill_analytics"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "tests/test_server_endpoints.py",
+      "source_location": "L190",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "tests_test_server_endpoints",
+      "target": "tests_test_server_endpoints_test_standards_list_and_discover"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "tests/test_server_endpoints.py",
+      "source_location": "L9",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "tests_test_server_endpoints",
+      "target": "tests_test_server_endpoints_test_status_ok"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "tests/test_server_endpoints.py",
+      "source_location": "L246",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "tests_test_server_endpoints",
+      "target": "tests_test_server_endpoints_test_terminal_cd_invalid_dir"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "tests/test_server_endpoints.py",
+      "source_location": "L252",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "tests_test_server_endpoints",
+      "target": "tests_test_server_endpoints_test_terminal_run_echo"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "tests/test_server_endpoints.py",
+      "source_location": "L240",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "tests_test_server_endpoints",
+      "target": "tests_test_server_endpoints_test_terminal_session_and_blank_command"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "tests/test_server_endpoints.py",
+      "source_location": "L342",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "tests_test_server_endpoints",
+      "target": "tests_test_server_endpoints_test_trend_analytics"
+    },
+    {
+      "relation": "rationale_for",
+      "confidence": "EXTRACTED",
+      "source_file": "tests/test_server_endpoints.py",
+      "source_location": "L1",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "tests_test_server_endpoints_rationale_1",
+      "target": "tests_test_server_endpoints"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "tests/test_server_endpoints.py",
+      "source_location": "L81",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "tests_test_server_endpoints_test_get_skill_and_missing",
+      "target": "tests_test_server_endpoints_make_skill"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "tests/test_server_endpoints.py",
+      "source_location": "L89",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "tests_test_server_endpoints_test_get_skill_eval",
+      "target": "tests_test_server_endpoints_make_skill"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "tests/test_server_endpoints.py",
+      "source_location": "L68",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "tests_test_server_endpoints_test_list_skills",
+      "target": "tests_test_server_endpoints_make_skill"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "tests/test_server_endpoints.py",
+      "source_location": "L100",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "tests_test_server_endpoints_test_run_skill_auto_routes",
+      "target": "tests_test_server_endpoints_make_skill"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "tests/test_server_endpoints.py",
+      "source_location": "L115",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "tests_test_server_endpoints_test_run_skill_uses_skill_md_primary",
+      "target": "tests_test_server_endpoints_make_skill"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "tests/test_server_endpoints.py",
+      "source_location": "L333",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "tests_test_server_endpoints_test_skill_analytics",
+      "target": "tests_test_server_endpoints_make_skill"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "tests/test_server_endpoints.py",
+      "source_location": "L343",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "tests_test_server_endpoints_test_trend_analytics",
+      "target": "tests_test_server_endpoints_make_skill"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "tests/test_server_helpers.py",
+      "source_location": "L39",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "tests_test_server_helpers",
+      "target": "tests_test_server_helpers_test_append_audit_writes_entry"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "tests/test_server_helpers.py",
+      "source_location": "L97",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "tests_test_server_helpers",
+      "target": "tests_test_server_helpers_test_check_agent_gemini_online_when_logged_in"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "tests/test_server_helpers.py",
+      "source_location": "L90",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "tests_test_server_helpers",
+      "target": "tests_test_server_helpers_test_check_agent_gemini_warning_when_not_logged_in"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "tests/test_server_helpers.py",
+      "source_location": "L81",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "tests_test_server_helpers",
+      "target": "tests_test_server_helpers_test_check_agent_opencode"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "tests/test_server_helpers.py",
+      "source_location": "L86",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "tests_test_server_helpers",
+      "target": "tests_test_server_helpers_test_check_agent_unknown_is_offline"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "tests/test_server_helpers.py",
+      "source_location": "L106",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "tests_test_server_helpers",
+      "target": "tests_test_server_helpers_test_clean_hermes_output_empty"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "tests/test_server_helpers.py",
+      "source_location": "L110",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "tests_test_server_helpers",
+      "target": "tests_test_server_helpers_test_clean_hermes_output_extracts_box_content"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "tests/test_server_helpers.py",
+      "source_location": "L115",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "tests_test_server_helpers",
+      "target": "tests_test_server_helpers_test_clean_hermes_output_fallback_without_box"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "tests/test_server_helpers.py",
+      "source_location": "L73",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "tests_test_server_helpers",
+      "target": "tests_test_server_helpers_test_get_cors_origins_bad_settings_falls_back"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "tests/test_server_helpers.py",
+      "source_location": "L50",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "tests_test_server_helpers",
+      "target": "tests_test_server_helpers_test_get_cors_origins_defaults"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "tests/test_server_helpers.py",
+      "source_location": "L66",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "tests_test_server_helpers",
+      "target": "tests_test_server_helpers_test_get_cors_origins_includes_env_extras"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "tests/test_server_helpers.py",
+      "source_location": "L57",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "tests_test_server_helpers",
+      "target": "tests_test_server_helpers_test_get_cors_origins_reads_port_from_settings"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "tests/test_server_helpers.py",
+      "source_location": "L30",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "tests_test_server_helpers",
+      "target": "tests_test_server_helpers_test_get_timestamp_is_iso_utc"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "tests/test_server_helpers.py",
+      "source_location": "L130",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "tests_test_server_helpers",
+      "target": "tests_test_server_helpers_test_kanban_task_path_accepts_valid_id"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "tests/test_server_helpers.py",
+      "source_location": "L120",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "tests_test_server_helpers",
+      "target": "tests_test_server_helpers_test_kanban_task_path_rejects_bad_id"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "tests/test_server_helpers.py",
+      "source_location": "L125",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "tests_test_server_helpers",
+      "target": "tests_test_server_helpers_test_kanban_task_path_rejects_empty"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "tests/test_server_helpers.py",
+      "source_location": "L17",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "tests_test_server_helpers",
+      "target": "tests_test_server_helpers_test_list_dir_missing_returns_empty"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "tests/test_server_helpers.py",
+      "source_location": "L21",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "tests_test_server_helpers",
+      "target": "tests_test_server_helpers_test_list_dir_skips_hidden_and_sorts"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "tests/test_server_helpers.py",
+      "source_location": "L136",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "tests_test_server_helpers",
+      "target": "tests_test_server_helpers_test_load_save_chat_history_roundtrip"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "tests/test_server_helpers.py",
+      "source_location": "L7",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "tests_test_server_helpers",
+      "target": "tests_test_server_helpers_test_read_file_missing_returns_empty"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "tests/test_server_helpers.py",
+      "source_location": "L11",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "tests_test_server_helpers",
+      "target": "tests_test_server_helpers_test_read_write_file_roundtrip"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "tests/test_server_helpers.py",
+      "source_location": "L142",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "tests_test_server_helpers",
+      "target": "tests_test_server_helpers_test_save_chat_message_caps_at_200"
+    },
+    {
+      "relation": "rationale_for",
+      "confidence": "EXTRACTED",
+      "source_file": "tests/test_server_helpers.py",
+      "source_location": "L1",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "tests_test_server_helpers_rationale_1",
+      "target": "tests_test_server_helpers"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "tests/test_server_kanban.py",
+      "source_location": "L24",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "tests_test_server_kanban",
+      "target": "tests_test_server_kanban_create"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "tests/test_server_kanban.py",
+      "source_location": "L8",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "tests_test_server_kanban",
+      "target": "tests_test_server_kanban_sync_threads"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "tests/test_server_kanban.py",
+      "source_location": "L31",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "tests_test_server_kanban",
+      "target": "tests_test_server_kanban_test_board_empty"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "tests/test_server_kanban.py",
+      "source_location": "L49",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "tests_test_server_kanban",
+      "target": "tests_test_server_kanban_test_board_groups_by_status"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "tests/test_server_kanban.py",
+      "source_location": "L143",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "tests_test_server_kanban",
+      "target": "tests_test_server_kanban_test_bulk_dispatch_endpoint"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "tests/test_server_kanban.py",
+      "source_location": "L83",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "tests_test_server_kanban",
+      "target": "tests_test_server_kanban_test_comments"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "tests/test_server_kanban.py",
+      "source_location": "L73",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "tests_test_server_kanban",
+      "target": "tests_test_server_kanban_test_complete_block_unblock"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "tests/test_server_kanban.py",
+      "source_location": "L37",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "tests_test_server_kanban",
+      "target": "tests_test_server_kanban_test_create_and_get_task"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "tests/test_server_kanban.py",
+      "source_location": "L127",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "tests_test_server_kanban",
+      "target": "tests_test_server_kanban_test_create_with_agent_assignee_dispatches"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "tests/test_server_kanban.py",
+      "source_location": "L113",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "tests_test_server_kanban",
+      "target": "tests_test_server_kanban_test_decompose_creates_children"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "tests/test_server_kanban.py",
+      "source_location": "L136",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "tests_test_server_kanban",
+      "target": "tests_test_server_kanban_test_dispatch_failure_blocks_task"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "tests/test_server_kanban.py",
+      "source_location": "L122",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "tests_test_server_kanban",
+      "target": "tests_test_server_kanban_test_dispatch_requires_valid_assignee"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "tests/test_server_kanban.py",
+      "source_location": "L45",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "tests_test_server_kanban",
+      "target": "tests_test_server_kanban_test_get_missing_task_404"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "tests/test_server_kanban.py",
+      "source_location": "L102",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "tests_test_server_kanban",
+      "target": "tests_test_server_kanban_test_link_missing_task_404"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "tests/test_server_kanban.py",
+      "source_location": "L89",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "tests_test_server_kanban",
+      "target": "tests_test_server_kanban_test_links_add_and_remove"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "tests/test_server_kanban.py",
+      "source_location": "L108",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "tests_test_server_kanban",
+      "target": "tests_test_server_kanban_test_specify_moves_triage_to_todo"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "tests/test_server_kanban.py",
+      "source_location": "L69",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "tests_test_server_kanban",
+      "target": "tests_test_server_kanban_test_update_missing_404"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "tests/test_server_kanban.py",
+      "source_location": "L61",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "tests_test_server_kanban",
+      "target": "tests_test_server_kanban_test_update_task"
+    },
+    {
+      "relation": "rationale_for",
+      "confidence": "EXTRACTED",
+      "source_file": "tests/test_server_kanban.py",
+      "source_location": "L1",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "tests_test_server_kanban_rationale_1",
+      "target": "tests_test_server_kanban"
+    },
+    {
+      "relation": "rationale_for",
+      "confidence": "EXTRACTED",
+      "source_file": "tests/test_server_kanban.py",
+      "source_location": "L9",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "tests_test_server_kanban_rationale_9",
+      "target": "tests_test_server_kanban_sync_threads"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "tests/test_server_kanban.py",
+      "source_location": "L50",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "tests_test_server_kanban_test_board_groups_by_status",
+      "target": "tests_test_server_kanban_create"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "tests/test_server_kanban.py",
+      "source_location": "L84",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "tests_test_server_kanban_test_comments",
+      "target": "tests_test_server_kanban_create"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "tests/test_server_kanban.py",
+      "source_location": "L74",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "tests_test_server_kanban_test_complete_block_unblock",
+      "target": "tests_test_server_kanban_create"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "tests/test_server_kanban.py",
+      "source_location": "L38",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "tests_test_server_kanban_test_create_and_get_task",
+      "target": "tests_test_server_kanban_create"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "tests/test_server_kanban.py",
+      "source_location": "L129",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "tests_test_server_kanban_test_create_with_agent_assignee_dispatches",
+      "target": "tests_test_server_kanban_create"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "tests/test_server_kanban.py",
+      "source_location": "L114",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "tests_test_server_kanban_test_decompose_creates_children",
+      "target": "tests_test_server_kanban_create"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "tests/test_server_kanban.py",
+      "source_location": "L138",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "tests_test_server_kanban_test_dispatch_failure_blocks_task",
+      "target": "tests_test_server_kanban_create"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "tests/test_server_kanban.py",
+      "source_location": "L123",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "tests_test_server_kanban_test_dispatch_requires_valid_assignee",
+      "target": "tests_test_server_kanban_create"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "tests/test_server_kanban.py",
+      "source_location": "L103",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "tests_test_server_kanban_test_link_missing_task_404",
+      "target": "tests_test_server_kanban_create"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "tests/test_server_kanban.py",
+      "source_location": "L90",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "tests_test_server_kanban_test_links_add_and_remove",
+      "target": "tests_test_server_kanban_create"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "tests/test_server_kanban.py",
+      "source_location": "L109",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "tests_test_server_kanban_test_specify_moves_triage_to_todo",
+      "target": "tests_test_server_kanban_create"
+    },
+    {
+      "relation": "calls",
+      "context": "call",
+      "confidence": "EXTRACTED",
+      "source_file": "tests/test_server_kanban.py",
+      "source_location": "L62",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "tests_test_server_kanban_test_update_task",
+      "target": "tests_test_server_kanban_create"
+    },
+    {
+      "relation": "contains",
+      "confidence": "EXTRACTED",
+      "source_file": "brain/graph/build-central.sh",
+      "source_location": "L1",
+      "weight": 1.0,
+      "_origin": "ast",
+      "confidence_score": 1.0,
+      "source": "brain_graph_build_central",
+      "target": "brain_graph_build_central_sh__entry"
+    }
+  ],
+  "hyperedges": [],
+  "built_at_commit": "199ba1d86f21621bc41eaded4ad4b39ca877bf14"
+}
\ No newline at end of file
diff --git a/brain/graph/build-central.sh b/brain/graph/build-central.sh
new file mode 100755
index 0000000..623a4cc
--- /dev/null
+++ b/brain/graph/build-central.sh
@@ -0,0 +1,49 @@
+#!/usr/bin/env bash
+# Build the CENTRAL Agentic-OS brain graph.
+#
+# Strategy (works WITHOUT an LLM key):
+#   1. Build this project's CODE graph (graphify . --code-only) into
+#      brain/graph/agentic-os.json  (nodes = code symbols, edges = relations).
+#   2. Merge in every linked project graph under brain/graph/projects/ -> central-graph.json
+#      (cross-repo union = the unified brain).
+#
+# The central brain is the single queryable artifact. Per-project graphs stay
+# independent; they are rolled up here via `graphify merge-graphs`.
+#
+# To make MEMORY NOTES queryable too, set an LLM key (GEMINI_API_KEY etc.)
+# and run `graphify . ` (no --code-only) — that adds markdown notes as nodes.
+# Until then, notes live as linked files and the code graph indexes structure.
+
+set -u
+DIR="/home/austin/agentic-os"
+VENV="$DIR/venv"
+GF="$VENV/bin/graphify"
+OUT="$DIR/brain/graph"
+PORT="${CENTRAL_BRAIN_PORT:-8090}"
+
+cd "$DIR" || { echo "FATAL: cannot cd $DIR"; exit 1; }
+
+echo "==> [1/2] building Agentic-OS code graph"
+"$GF" . --code-only --no-viz 2>&1 | tail -2 || {
+  echo "WARN: code graph build failed; using existing graphify-out/graph.json if present"
+}
+# graphify always writes to graphify-out/graph.json relative to the scanned root
+[ -f "$DIR/graphify-out/graph.json" ] && cp "$DIR/graphify-out/graph.json" "$OUT/agentic-os.json" && echo "   copied -> $OUT/agentic-os.json"
+
+echo "==> [2/2] merging linked project graphs into central brain"
+MAPS=()
+[ -f "$OUT/agentic-os.json" ] && MAPS+=("$OUT/agentic-os.json")
+for g in "$OUT"/projects/*.json; do
+  [ -f "$g" ] && MAPS+=("$g")
+done
+
+if [ "${#MAPS[@]}" -eq 0 ]; then
+  echo "ERROR: no graph.json found to merge"; exit 1
+elif [ "${#MAPS[@]}" -eq 1 ]; then
+  # only the agentic-os graph so far — central brain = that graph (no merge needed)
+  cp "${MAPS[0]}" "$OUT/central-graph.json" && echo "   (single source -> central brain)"
+else
+  "$GF" merge-graphs "${MAPS[@]}" --out "$OUT/central-graph.json" 2>&1 | tail -3
+fi
+echo "==> central brain written: $OUT/central-graph.json"
+"$VENV/bin/python" -c "import json;d=json.load(open('$OUT/central-graph.json'));n=d.get('nodes',d.get('graph',{}).get('nodes',[]));print('   nodes:',len(n) if isinstance(n,list) else '?')" 2>/dev/null || true
diff --git a/brain/graph/link-project.sh b/brain/graph/link-project.sh
new file mode 100755
index 0000000..ba82afa
--- /dev/null
+++ b/brain/graph/link-project.sh
@@ -0,0 +1,44 @@
+#!/usr/bin/env bash
+# Link a project's graphify graph into the CENTRAL brain.
+#
+# Usage:
+#   ./brain/graph/link-project.sh <project-name> <path-to-graph.json>
+#
+# Copies the project's graph.json into brain/graph/projects/<name>.json and
+# records it in brain/graph/projects/registry.json, then rebuilds the central
+# brain. The central brain is a merged cross-repo graph, so projects stay
+# independent on disk but roll up into one queryable brain.
+set -eu
+DIR="/home/austin/agentic-os"
+OUT="$DIR/brain/graph"
+REG="$OUT/projects/registry.json"
+
+NAME="${1:-}"
+SRC="${2:-}"
+if [ -z "$NAME" ] || [ -z "$SRC" ]; then
+  echo "Usage: $0 <project-name> <path-to-graph.json>" >&2
+  exit 1
+fi
+if [ ! -f "$SRC" ]; then
+  echo "ERROR: graph not found: $SRC" >&2
+  exit 1
+fi
+
+mkdir -p "$OUT/projects"
+cp "$SRC" "$OUT/projects/$NAME.json"
+echo "linked $NAME -> $OUT/projects/$NAME.json"
+
+# update registry
+python3 - "$REG" "$NAME" "$OUT/projects/$NAME.json" <<'PY'
+import json, sys
+reg, name, path = sys.argv[1], sys.argv[2], sys.argv[3]
+data = {}
+if __import__('os').path.exists(reg):
+    try: data = json.load(open(reg))
+    except Exception: data = {}
+data[name] = {"graph": path, "linked": __import__('datetime').datetime.now().isoformat()}
+json.dump(data, open(reg, "w"), indent=2)
+PY
+
+echo "rebuild central brain..."
+bash "$OUT/build-central.sh"
diff --git a/brain/graph/serve-brain.sh b/brain/graph/serve-brain.sh
new file mode 100755
index 0000000..a3a7a89
--- /dev/null
+++ b/brain/graph/serve-brain.sh
@@ -0,0 +1,22 @@
+#!/usr/bin/env bash
+# Serve the CENTRAL brain graph over HTTP MCP so agents/tools can query it.
+#
+# Endpoints:  http://127.0.0.1:8090/mcp   (Streamable HTTP MCP)
+# Requires the graphify [mcp] extra (pip install "graphifyy[mcp]").
+#
+# The central brain is the single memory/code query surface for all projects.
+set -u
+DIR="/home/austin/agentic-os"
+VENV="$DIR/venv"
+GF="$VENV/bin/python"
+GRAPH="$DIR/brain/graph/central-graph.json"
+PORT="${CENTRAL_BRAIN_PORT:-8090}"
+
+cd "$DIR" || exit 1
+if [ ! -f "$GRAPH" ]; then
+  echo "central brain missing ($GRAPH). Run: bash brain/graph/build-central.sh" >&2
+  exit 1
+fi
+
+echo "Serving central brain on http://127.0.0.1:$PORT/mcp"
+exec "$GF" -m graphify.serve "$GRAPH" --transport http --host 127.0.0.1 --port "$PORT"
diff --git a/server.py b/server.py
index 54cc45a..1a08f42 100644
--- a/server.py
+++ b/server.py
@@ -2534,6 +2534,12 @@ graphify_dir = BASE_DIR / "graphify-out"
 if graphify_dir.exists():
     app.mount("/graphify-out", StaticFiles(directory=str(graphify_dir)), name="graphify-out")
 
+# Central Agentic-OS brain graph (merged cross-project knowledge graph).
+# Built by brain/graph/build-central.sh; queryable live via brain/graph/serve-brain.sh (MCP :8090).
+central_brain_dir = BASE_DIR / "brain" / "graph"
+if central_brain_dir.exists():
+    app.mount("/brain-graph", StaticFiles(directory=str(central_brain_dir)), name="brain-graph")
+
 @app.get("/", response_class=HTMLResponse)
 def index():
     html_file = BASE_DIR / "dashboard" / "index.html"